# categorical features identified by their data type
# and put into a new dataframe
df_categorical=df.loc[:,df.dtypes==np.object]
df_categorical = df_categorical[['gender', 'education_level', 'marital_status', 'income_category','card_category','attrition_flag']]
df_categorical.head()
label = preprocessing.LabelEncoder()
df_categorical_encoded = pd.DataFrame()
for i in df_categorical.columns :
df_categorical_encoded[i]=label.fit_transform(df_categorical[i])
def cramers_V(var1,var2) :
crosstab =np.array(pd.crosstab(var1,var2, rownames=None, colnames=None)) # Cross table building
stat = chi2_contingency(crosstab)[0] # Keeping of the test statistic of the Chi2 test
obs = np.sum(crosstab) # Number of observations
mini = min(crosstab.shape)-1 # Take the minimum value between the columns and the rows of the cross table
return (stat/(obs*mini))
rows= []
for var1 in df_categorical_encoded:
col = []
for var2 in df_categorical_encoded :
cramers =cramers_V(df_categorical_encoded[var1], df_categorical_encoded[var2]) # Cramer's V test
col.append(round(cramers,2)) # Keeping of the rounded value of the Cramer's V
rows.append(col)
cramers_results = np.array(rows)
# Putting all the results into a dataframe
cramerv_matrix = pd.DataFrame(cramers_results, columns = df_categorical_encoded.columns, index =df_categorical_encoded.columns)
# visualising
mask = np.triu(np.ones_like(cramerv_matrix, dtype=np.bool))
cat_heatmap = sns.heatmap(cramerv_matrix, mask=mask, vmin=-1, vmax=1, annot=True, cmap='BrBG')
cat_heatmap.set_title('Correlation Heatmap', fontdict={'fontsize':12}, pad=12);
# creating a seperate dataframe for numerical features
# get dummies to encode them
df_numerical=df.loc[:,df.dtypes!=np.object]
df_numerical['attrition_flag']=df.loc[:,'attrition_flag']
oh=pd.get_dummies(df_numerical['attrition_flag'])
df_numerical=df_numerical.drop(['attrition_flag'],axis=1)
df_numerical=df_numerical.join(oh)
df_numerical.head()
/var/folders/9l/2yt0l00s38d4sdztkwn2923h0000gn/T/ipykernel_1371/2162923024.py:2: SettingWithCopyWarning:
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead
See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
df_numerical['attrition_flag']=df.loc[:,'attrition_flag']
# using back Pearson's R for numerical features
num_corr = df_numerical.corr()
plt.figure(figsize=(16, 6))
mask = np.triu(np.ones_like(num_corr, dtype=np.bool))
num_heatmap = sns.heatmap(num_corr, mask=mask, vmin=-1, vmax=1, annot=True, cmap='BrBG')
num_heatmap.set_title('Correlation Heatmap', fontdict={'fontsize':12}, pad=12);
fig, ax=plt.subplots(ncols=2,figsize=(15, 5))
heatmap = sns.heatmap(num_corr[['Existing Customer']].sort_values(by='Existing Customer', ascending=False), ax=ax[0],vmin=-1, vmax=1, annot=True, cmap='BrBG')
heatmap.set_title('Features Correlating with Existing Customers', fontdict={'fontsize':18}, pad=16);
heatmap = sns.heatmap(num_corr[['Attrited Customer']].sort_values(by='Attrited Customer', ascending=False), ax=ax[1],vmin=-1, vmax=1, annot=True, cmap='BrBG')
heatmap.set_title('Features Correlating with Attrited Customers', fontdict={'fontsize':18}, pad=16);
fig.tight_layout(pad=5)
df2 = df.copy()
# variables with low coefficient as noted earlier are dropped
df2= df2.drop(columns=["credit_limit", "avg_open_to_buy", "months_on_book", "customer_age", "dependent_count"], axis=1)
# encoding target feature
map={'Attrited Customer':1,"Existing Customer":0}
df2["attrition_flag"].replace(map,inplace=True)
# combining categories within some features together
df2.education_level = df2.education_level.replace({'Graduate':'Tertiary','Post-Graduate':'Tertiary','Doctorate':'Tertiary'})
df2.income_category = df2.income_category.replace({'$40K - $60K':'$40K - $80K','$60K - $80K':'$40K - $80K'})
# get dummies for rest of categorical features
df2.columns = df2.columns.str.replace(' ', '')
dummies = ['gender','education_level', 'marital_status', 'income_category','card_category']
dummy_data = pd.get_dummies(df2[dummies])
df2 = pd.concat([df2, dummy_data], axis = 1)
df2.drop(dummies, axis=1, inplace=True)
df2.head(3)
# checking encoding results
df2.info()
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 10127 entries, 0 to 10126
Data columns (total 30 columns):
# Column Non-Null Count Dtype
--- ------ -------------- -----
0 attrition_flag 10127 non-null int64
1 total_relationship_count 10127 non-null int64
2 months_inactive_12_month 10127 non-null int64
3 contacts_count_12_month 10127 non-null int64
4 total_revolving_bal 10127 non-null int64
5 total_amt_change_q4_q1 10127 non-null float64
6 total_trans_amt 10127 non-null int64
7 total_trans_count 10127 non-null int64
8 total_count_change_q4_q1 10127 non-null float64
9 avg_utilization_ratio 10127 non-null float64
10 gender_F 10127 non-null uint8
11 gender_M 10127 non-null uint8
12 education_level_College 10127 non-null uint8
13 education_level_High School 10127 non-null uint8
14 education_level_Tertiary 10127 non-null uint8
15 education_level_Uneducated 10127 non-null uint8
16 education_level_Unknown 10127 non-null uint8
17 marital_status_Divorced 10127 non-null uint8
18 marital_status_Married 10127 non-null uint8
19 marital_status_Single 10127 non-null uint8
20 marital_status_Unknown 10127 non-null uint8
21 income_category_$120K + 10127 non-null uint8
22 income_category_$40K - $80K 10127 non-null uint8
23 income_category_$80K - $120K 10127 non-null uint8
24 income_category_Less than $40K 10127 non-null uint8
25 income_category_Unknown 10127 non-null uint8
26 card_category_Blue 10127 non-null uint8
27 card_category_Gold 10127 non-null uint8
28 card_category_Platinum 10127 non-null uint8
29 card_category_Silver 10127 non-null uint8
dtypes: float64(3), int64(7), uint8(20)
memory usage: 989.1 KB
# X contains independent values, y contains dependent value
X = df2.drop('attrition_flag', axis = 1)
y = df2['attrition_flag']
X_train, X_test, y_train, y_test = train_test_split(X, y, test_size = 0.2, random_state = 77, stratify=y)
# visualising the imbalance of the training set
fig,ax=plt.subplots(figsize=(6, 5))
patches, texts, autotexts = ax.pie(x=y_train.value_counts(),labels=["Existing customers","Attrited Customers"],colors=["#c2cccc", "#a1e6e4"], autopct="%.1f%%")
fig.suptitle("Checking the imbalance of the Attrition class in the training set",y=1,fontweight="bold",fontsize=15)
[autotext.set_color('#000000') for autotext in autotexts]
plt.show()
# perform random under-sampling on training dataset
rus = RandomUnderSampler(random_state= 77)
X_rus, y_rus = rus.fit_resample(X_train, y_train)
# visualising the outcome
fig,ax=plt.subplots(figsize=(6, 5))
patches, texts, autotexts = ax.pie(x=y_rus.value_counts(),labels=["Existing customers","Attrited Customers"],colors=["#c2cccc", "#a1e6e4"], autopct="%.1f%%")
fig.suptitle("Imbalanced class in the training set after under-sampling",y=1,fontweight="bold",fontsize=15)
[autotext.set_color('#000000') for autotext in autotexts]
plt.show()
# over balancing the training set
sm = SMOTE(random_state = 77, sampling_strategy = "not majority")
X_smote, y_smote = sm.fit_resample(X_train, y_train)
# visualising the outcome
fig,ax=plt.subplots(figsize=(6, 5))
patches, texts, autotexts = ax.pie(x=y_smote.value_counts(),labels=["Existing customers","Attrited Customers"],colors=["#c2cccc", "#a1e6e4"], autopct="%.1f%%")
fig.suptitle("Imbalanced class in the training set after under-sampling",y=1,fontweight="bold",fontsize=15)
[autotext.set_color('#000000') for autotext in autotexts]
plt.show()
model = LogisticRegression(max_iter=600)
model.fit(X_train, y_train)
y_test_pred = model.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*model.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 90.81934846989141%
ROC AUC Score: 78.60281282503504%
precision recall f1-score support
0 0.93 0.97 0.95 1701
1 0.77 0.61 0.68 325
accuracy 0.91 2026
macro avg 0.85 0.79 0.81 2026
weighted avg 0.90 0.91 0.90 2026
numerical = ['total_relationship_count', 'months_inactive_12_month',
'contacts_count_12_month', 'total_revolving_bal',
'total_amt_change_q4_q1', 'total_trans_amt',
'total_trans_count', 'total_count_change_q4_q1', 'avg_utilization_ratio']
numeric_transformer = MinMaxScaler()
preprocessor = ColumnTransformer(transformers=[("num", numeric_transformer, numerical)])
classifier = LogisticRegression(random_state= 77)
clf = Pipeline(steps=[("preprocessor", preprocessor), ("classifier", classifier)])
clf.fit(X_train, y_train)
y_test_pred = clf.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*clf.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 90.42448173741361%
ROC AUC Score: 77.12314023425135%
precision recall f1-score support
0 0.92 0.97 0.94 1701
1 0.77 0.58 0.66 325
accuracy 0.90 2026
macro avg 0.85 0.77 0.80 2026
weighted avg 0.90 0.90 0.90 2026
cm=confusion_matrix(y_test,y_test_pred)
plt.figure(figsize=(10,6))
plt.title("Confusion matrix of unoptimised logistics model")
sns.heatmap(cm, annot=True,fmt='d', cmap='gist_yarg')
plt.ylabel("Actual Values")
plt.xlabel("Predicted Values")
plt.show()
clf.fit(X_rus, y_rus)
y_test_pred = clf.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*clf.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 82.97137216189536%
ROC AUC Score: 83.51187084520419%
precision recall f1-score support
0 0.97 0.83 0.89 1701
1 0.48 0.84 0.61 325
accuracy 0.83 2026
macro avg 0.72 0.84 0.75 2026
weighted avg 0.89 0.83 0.85 2026
cm=confusion_matrix(y_test,y_test_pred)
plt.figure(figsize=(10,6))
plt.title("Confusion matrix of unoptimised logistics regression model, under-sampling")
sns.heatmap(cm, annot=True,fmt='d', cmap='gist_yarg')
plt.ylabel("Actual Values")
plt.xlabel("Predicted Values")
plt.show()
clf.fit(X_smote, y_smote)
y_test_pred = clf.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*clf.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 83.95853899308983%
ROC AUC Score: 83.85085696196806%
precision recall f1-score support
0 0.96 0.84 0.90 1701
1 0.50 0.84 0.63 325
accuracy 0.84 2026
macro avg 0.73 0.84 0.76 2026
weighted avg 0.89 0.84 0.85 2026
cm=confusion_matrix(y_test,y_test_pred)
plt.figure(figsize=(10,6))
plt.title("Confusion matrix of unoptimised logistics regression model, SMOTE")
sns.heatmap(cm, annot=True,fmt='d', cmap='gist_yarg')
plt.ylabel("Actual Values")
plt.xlabel("Predicted Values")
plt.show()
# defining parameter range
param_grid = {'classifier__class_weight': [{False:0.9, True:1}, {False:0.95, True:1}, {False:0.8, True:1}, {False:0.85, True:1}],
'classifier__solver': ['liblinear', 'lbfgs'], 'classifier__penalty': ['l1','l2'], 'classifier__C': [0.001,0.01,0.1,1,10,100]}
grid = GridSearchCV(clf, param_grid, refit = True, scoring= 'accuracy', verbose = 3)
# fitting the model for grid search
grid.fit(X_train, y_train)
print(grid.best_estimator_)
Fitting 5 folds for each of 96 candidates, totalling 480 fits
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 0.0s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 0.0s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 0.0s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 0.0s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 0.1s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 0.0s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 0.0s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.1s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 0.0s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.1s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.841 total time= 0.0s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.841 total time= 0.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.842 total time= 0.0s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.841 total time= 0.0s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.1s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.1s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.841 total time= 0.0s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.841 total time= 0.0s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 0.1s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.1s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.1s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.1s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.841 total time= 0.0s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.843 total time= 0.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.843 total time= 0.0s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.842 total time= 0.0s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.841 total time= 0.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.841 total time= 0.0s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.841 total time= 0.1s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 0.0s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.841 total time= 0.0s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 0.0s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.842 total time= 0.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.842 total time= 0.0s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.841 total time= 0.0s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.1s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 0.0s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.841 total time= 0.1s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.905 total time= 0.1s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.896 total time= 0.1s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.885 total time= 0.1s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.898 total time= 0.1s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.889 total time= 0.1s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.894 total time= 0.0s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.892 total time= 0.0s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.885 total time= 0.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.886 total time= 0.0s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.891 total time= 0.0s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.896 total time= 0.1s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.892 total time= 0.1s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.885 total time= 0.1s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.887 total time= 0.1s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.891 total time= 0.1s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.904 total time= 0.1s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.894 total time= 0.1s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.885 total time= 0.1s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.898 total time= 0.1s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.893 total time= 0.0s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.890 total time= 0.0s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.883 total time= 0.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.885 total time= 0.0s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.889 total time= 0.0s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.896 total time= 0.1s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.891 total time= 0.1s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.885 total time= 0.1s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.887 total time= 0.1s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.889 total time= 0.1s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.904 total time= 0.1s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.900 total time= 0.1s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.886 total time= 0.1s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.899 total time= 0.1s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.895 total time= 0.0s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.893 total time= 0.0s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.885 total time= 0.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.889 total time= 0.0s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.890 total time= 0.0s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.898 total time= 0.1s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.894 total time= 0.1s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.885 total time= 0.1s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.891 total time= 0.1s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.889 total time= 0.1s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.906 total time= 0.1s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.898 total time= 0.1s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.886 total time= 0.1s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.898 total time= 0.1s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.890 total time= 0.1s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.895 total time= 0.0s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.893 total time= 0.0s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.886 total time= 0.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.887 total time= 0.0s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.892 total time= 0.0s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.894 total time= 0.1s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.893 total time= 0.1s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.884 total time= 0.1s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.889 total time= 0.1s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.889 total time= 0.1s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.892 total time= 0.1s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.906 total time= 0.0s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.900 total time= 0.0s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.886 total time= 0.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.900 total time= 0.0s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.888 total time= 0.0s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.907 total time= 0.1s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.888 total time= 0.1s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.900 total time= 0.1s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.890 total time= 0.1s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.904 total time= 0.1s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.901 total time= 0.1s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.891 total time= 0.1s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.905 total time= 0.0s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.900 total time= 0.0s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.889 total time= 0.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.902 total time= 0.1s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.889 total time= 0.0s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.904 total time= 0.1s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.900 total time= 0.1s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.888 total time= 0.1s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.890 total time= 0.1s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.905 total time= 0.1s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.895 total time= 0.1s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.907 total time= 0.0s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.905 total time= 0.0s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.891 total time= 0.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.903 total time= 0.0s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.891 total time= 0.1s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.907 total time= 0.1s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.904 total time= 0.1s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.901 total time= 0.1s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.890 total time= 0.1s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.905 total time= 0.1s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.896 total time= 0.1s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.906 total time= 0.0s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.903 total time= 0.0s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.888 total time= 0.1s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.899 total time= 0.0s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.890 total time= 0.0s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.906 total time= 0.1s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.888 total time= 0.1s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.900 total time= 0.1s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.891 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.902 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.891 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.903 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.893 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.893 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.902 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.900 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.901 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.893 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.904 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.902 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.892 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.904 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.892 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.902 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.893 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.906 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.904 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.895 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.904 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.893 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.904 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.894 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.904 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.893 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.904 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.902 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.906 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.904 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.902 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.903 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.895 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.895 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.903 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.902 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.900 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.901 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.893 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.902 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.900 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.901 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.894 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.902 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.900 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.901 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.904 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.906 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.904 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.896 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.903 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.906 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.890 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.904 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.896 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.904 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.906 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.904 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.896 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.906 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.903 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.902 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.891 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.906 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.894 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.906 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.894 total time= 0.1s
Pipeline(steps=[('preprocessor',
ColumnTransformer(transformers=[('num', MinMaxScaler(),
['total_relationship_count',
'months_inactive_12_month',
'contacts_count_12_month',
'total_revolving_bal',
'total_amt_change_q4_q1',
'total_trans_amt',
'total_trans_count',
'total_count_change_q4_q1',
'avg_utilization_ratio'])])),
('classifier',
LogisticRegression(C=10, class_weight={False: 0.8, True: 1},
random_state=77, solver='liblinear'))])
/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py:372: FitFailedWarning:
120 fits failed out of a total of 480.
The score on these train-test partitions for these parameters will be set to nan.
If these failures are not expected, you can try to debug them by setting error_score='raise'.
Below are more details about the failures:
--------------------------------------------------------------------------------
120 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 394, in fit
self._final_estimator.fit(Xt, y, **fit_params_last_step)
File "/usr/local/lib/python3.7/dist-packages/sklearn/linear_model/_logistic.py", line 1461, in fit
solver = _check_solver(self.solver, self.penalty, self.dual)
File "/usr/local/lib/python3.7/dist-packages/sklearn/linear_model/_logistic.py", line 449, in _check_solver
% (solver, penalty)
ValueError: Solver lbfgs supports only 'l2' or 'none' penalties, got l1 penalty.
warnings.warn(some_fits_failed_message, FitFailedWarning)
/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_search.py:972: UserWarning: One or more of the test scores are non-finite: [0.83927914 nan 0.83927914 0.83927914 0.83927914 nan
0.83927914 0.83927914 0.83927914 nan 0.83927914 0.83927914
0.83927914 nan 0.83927914 0.83927914 0.83927914 nan
0.8410073 0.83964943 0.83927914 nan 0.8403901 0.83940259
0.83927914 nan 0.84162451 0.84063701 0.83927914 nan
0.84125414 0.84014318 0.89457963 nan 0.88951927 0.89013633
0.89383897 nan 0.88791441 0.88964242 0.8954439 nan
0.89025994 0.89124713 0.89556721 nan 0.89050685 0.88976619
0.89778981 nan 0.89593758 0.89704854 0.89791304 nan
0.89692531 0.89692539 0.89927129 nan 0.8995176 0.89853002
0.89902407 nan 0.89704869 0.89741906 0.89828364 nan
0.89791334 0.89803672 0.8971726 nan 0.89815995 0.89840694
0.89927129 nan 0.89964159 0.89964159 0.89902446 nan
0.89902423 0.89890085 0.89828364 nan 0.89828364 0.89828364
0.89729606 nan 0.89741952 0.89741952 0.89964151 nan
0.89951813 0.89964151 0.89902438 nan 0.89914784 0.89914784]
category=UserWarning,
print('Best penalty:', grid.best_estimator_.get_params()['classifier__penalty'])
print('Best C:', grid.best_estimator_.get_params()['classifier__C'])
print('Best class weight:', grid.best_estimator_.get_params()['classifier__class_weight'])
print('Best solver:', grid.best_estimator_.get_params()['classifier__solver'])
Best penalty: l2
Best C: 10
Best class weight: {False: 0.8, True: 1}
Best solver: liblinear
numerical = ['total_relationship_count', 'months_inactive_12_month',
'contacts_count_12_month', 'total_revolving_bal',
'total_amt_change_q4_q1', 'total_trans_amt',
'total_trans_count', 'total_count_change_q4_q1', 'avg_utilization_ratio']
numeric_transformer = MinMaxScaler()
preprocessor = ColumnTransformer(transformers=[("num", numeric_transformer, numerical)])
classifier = LogisticRegression(solver= "liblinear", class_weight={False:0.8, True:1}, C= 10, penalty= "l2")
clf = Pipeline(steps=[("preprocessor", preprocessor), ("classifier", classifier)])
clf.fit(X_train, y_train)
y_test_pred = clf.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*clf.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 89.98025666337611%
ROC AUC Score: 79.3476235698458%
precision recall f1-score support
0 0.93 0.95 0.94 1701
1 0.71 0.64 0.67 325
accuracy 0.90 2026
macro avg 0.82 0.79 0.81 2026
weighted avg 0.90 0.90 0.90 2026
cm=confusion_matrix(y_test,y_test_pred)
plt.figure(figsize=(10,6))
plt.title("Confusion matrix of optimised logistics model")
sns.heatmap(cm, annot=True,fmt='d', cmap='gist_yarg')
plt.ylabel("Actual Values")
plt.xlabel("Predicted Values")
plt.show()
clf.fit(X_rus, y_rus)
y_test_pred = clf.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*clf.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 80.79960513326753%
ROC AUC Score: 83.7119341563786%
precision recall f1-score support
0 0.97 0.79 0.87 1701
1 0.45 0.88 0.60 325
accuracy 0.81 2026
macro avg 0.71 0.84 0.73 2026
weighted avg 0.89 0.81 0.83 2026
cm=confusion_matrix(y_test,y_test_pred)
plt.figure(figsize=(10,6))
plt.title("Confusion matrix of optimised logistics regression model, under-sampling")
sns.heatmap(cm, annot=True,fmt='d', cmap='gist_yarg')
plt.ylabel("Actual Values")
plt.xlabel("Predicted Values")
plt.show()
clf.fit(X_smote, y_smote)
y_test_pred = clf.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*clf.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 81.83613030602172%
ROC AUC Score: 83.58250802695247%
precision recall f1-score support
0 0.97 0.81 0.88 1701
1 0.46 0.86 0.60 325
accuracy 0.82 2026
macro avg 0.72 0.84 0.74 2026
weighted avg 0.89 0.82 0.84 2026
cm=confusion_matrix(y_test,y_test_pred)
plt.figure(figsize=(10,6))
plt.title("Confusion matrix of optimised logistics regression model, SMOTE")
sns.heatmap(cm, annot=True,fmt='d', cmap='gist_yarg')
plt.ylabel("Actual Values")
plt.xlabel("Predicted Values")
plt.show()
numerical = ['total_relationship_count', 'months_inactive_12_month',
'contacts_count_12_month', 'total_revolving_bal',
'total_amt_change_q4_q1', 'total_trans_amt',
'total_trans_count', 'total_count_change_q4_q1', 'avg_utilization_ratio']
numeric_transformer = MinMaxScaler()
preprocessor = ColumnTransformer(transformers=[("num", numeric_transformer, numerical)])
classifier = LogisticRegression(random_state= 77)
rfecv = RFECV(estimator= classifier)
clf2 = Pipeline(steps=[("preprocessor", preprocessor), ("selector", rfecv), ("classifier", classifier)])
clf2.fit(X_train, y_train)
y_test_pred = clf2.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*clf2.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 90.42448173741361%
ROC AUC Score: 76.99868855424411%
precision recall f1-score support
0 0.92 0.97 0.94 1701
1 0.77 0.57 0.66 325
accuracy 0.90 2026
macro avg 0.85 0.77 0.80 2026
weighted avg 0.90 0.90 0.90 2026
cm=confusion_matrix(y_test,y_test_pred)
plt.figure(figsize=(10,6))
plt.title("Confusion matrix of unoptimised logistics model")
sns.heatmap(cm, annot=True,fmt='d', cmap='gist_yarg')
plt.ylabel("Actual Values")
plt.xlabel("Predicted Values")
plt.show()
clf2.fit(X_rus, y_rus)
y_test_pred = clf2.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*clf2.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 83.36623889437314%
ROC AUC Score: 83.74702663591552%
precision recall f1-score support
0 0.97 0.83 0.89 1701
1 0.49 0.84 0.62 325
accuracy 0.83 2026
macro avg 0.73 0.84 0.76 2026
weighted avg 0.89 0.83 0.85 2026
cm=confusion_matrix(y_test,y_test_pred)
plt.figure(figsize=(10,6))
plt.title("Confusion matrix of unoptimised logistics regression model, under-sampling")
sns.heatmap(cm, annot=True,fmt='d', cmap='gist_yarg')
plt.ylabel("Actual Values")
plt.xlabel("Predicted Values")
plt.show()
clf2.fit(X_smote, y_smote)
y_test_pred = clf2.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*clf2.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 83.95853899308983%
ROC AUC Score: 83.85085696196806%
precision recall f1-score support
0 0.96 0.84 0.90 1701
1 0.50 0.84 0.63 325
accuracy 0.84 2026
macro avg 0.73 0.84 0.76 2026
weighted avg 0.89 0.84 0.85 2026
cm=confusion_matrix(y_test,y_test_pred)
plt.figure(figsize=(10,6))
plt.title("Confusion matrix of unoptimised logistics regression model, SMOTE")
sns.heatmap(cm, annot=True,fmt='d', cmap='gist_yarg')
plt.ylabel("Actual Values")
plt.xlabel("Predicted Values")
plt.show()
# defining parameter range
param_grid = {'classifier__class_weight': [{False:0.9, True:1}, {False:0.95, True:1}, {False:0.8, True:1}, {False:0.85, True:1}],
'classifier__solver': ['liblinear', 'lbfgs'], 'classifier__penalty': ['l1','l2'], 'classifier__C': [0.001,0.01,0.1,1,10,100]}
grid = GridSearchCV(clf2, param_grid, refit = True, scoring= 'accuracy', verbose = 3)
# fitting the model for grid search
grid.fit(X_train, y_train)
print(grid.best_estimator_)
Fitting 5 folds for each of 96 candidates, totalling 480 fits
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 2.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 2.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 1.8s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 2.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 1.9s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.8s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 2.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.9s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 1.9s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 1.8s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 2.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 1.8s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 1.8s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 2.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 1.9s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.8s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.9s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.9s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 1.9s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 1.8s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 2.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 1.8s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 2.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 1.9s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.8s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 2.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.9s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 1.9s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 2.0s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 1.8s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 1.8s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 2.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 1/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 1.9s
[CV 2/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.9s
[CV 3/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 2.0s
[CV 4/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.8s
[CV 5/5] END classifier__C=0.001, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 1.9s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 2.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 1.8s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 2.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.842 total time= 1.9s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.841 total time= 1.9s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 1.9s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.9s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 2.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.9s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.9s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 2.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.841 total time= 1.9s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.841 total time= 1.9s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.839 total time= 1.9s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.9s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 2.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.9s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.9s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 1.8s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 2.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 2.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.841 total time= 1.9s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 1.8s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.841 total time= 2.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.843 total time= 1.9s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.842 total time= 1.9s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.9s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.9s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 2.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.841 total time= 1.9s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.841 total time= 1.9s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 1.8s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 2.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.839 total time= 1.9s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 1.9s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.840 total time= 1.8s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.841 total time= 1.9s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.842 total time= 1.9s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.841 total time= 1.9s
[CV 1/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.9s
[CV 2/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.9s
[CV 3/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 2.0s
[CV 4/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.840 total time= 1.9s
[CV 5/5] END classifier__C=0.01, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.841 total time= 1.9s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.905 total time= 1.9s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.896 total time= 1.9s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.885 total time= 2.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.898 total time= 1.9s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.889 total time= 1.9s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.893 total time= 1.9s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.892 total time= 1.8s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.885 total time= 2.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.886 total time= 1.9s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.891 total time= 1.9s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.895 total time= 1.9s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.892 total time= 1.9s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.885 total time= 2.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.887 total time= 1.9s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.891 total time= 1.9s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.904 total time= 1.9s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.894 total time= 1.8s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.885 total time= 2.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.898 total time= 1.9s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.888 total time= 1.9s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.893 total time= 1.9s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.890 total time= 1.8s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.885 total time= 2.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.885 total time= 1.9s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.889 total time= 1.9s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.895 total time= 1.9s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.891 total time= 1.9s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.885 total time= 2.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.887 total time= 1.9s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.889 total time= 1.9s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.904 total time= 2.0s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.900 total time= 1.9s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.886 total time= 2.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.899 total time= 1.9s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.888 total time= 1.9s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.896 total time= 1.9s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.893 total time= 1.9s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.886 total time= 1.9s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.889 total time= 1.9s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.890 total time= 1.9s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.897 total time= 1.9s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.894 total time= 1.9s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.885 total time= 2.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.891 total time= 1.9s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.889 total time= 1.9s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.906 total time= 2.0s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.898 total time= 1.9s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.886 total time= 2.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.898 total time= 1.9s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.890 total time= 2.0s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 2.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.895 total time= 1.9s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.893 total time= 1.8s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.886 total time= 2.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.887 total time= 1.9s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.892 total time= 1.9s
[CV 1/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.896 total time= 2.0s
[CV 2/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.893 total time= 1.9s
[CV 3/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.886 total time= 2.0s
[CV 4/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.889 total time= 1.9s
[CV 5/5] END classifier__C=0.1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.889 total time= 1.9s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.905 total time= 2.0s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.901 total time= 1.9s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.891 total time= 2.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.903 total time= 2.0s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.892 total time= 2.0s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 2.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.906 total time= 1.9s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.900 total time= 1.9s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.888 total time= 2.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.900 total time= 1.9s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.888 total time= 1.9s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.905 total time= 2.0s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.901 total time= 1.9s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.888 total time= 2.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.900 total time= 1.9s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.890 total time= 2.0s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.907 total time= 2.0s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.902 total time= 1.9s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.893 total time= 2.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.901 total time= 1.9s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.891 total time= 1.9s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 2.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.906 total time= 1.9s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.900 total time= 1.9s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.886 total time= 2.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.902 total time= 1.9s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.889 total time= 1.9s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.905 total time= 2.0s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.900 total time= 1.9s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.886 total time= 2.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.903 total time= 1.9s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.890 total time= 1.9s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.904 total time= 2.0s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.902 total time= 1.9s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.893 total time= 2.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.905 total time= 1.9s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.895 total time= 2.0s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 2.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.908 total time= 1.9s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.905 total time= 1.9s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.893 total time= 2.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.903 total time= 1.9s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.891 total time= 1.9s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.908 total time= 1.9s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.904 total time= 1.9s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.896 total time= 2.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.901 total time= 1.9s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.890 total time= 1.9s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.904 total time= 2.0s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.901 total time= 1.9s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.893 total time= 2.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.903 total time= 2.0s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.896 total time= 2.0s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.906 total time= 1.9s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.903 total time= 1.8s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.888 total time= 2.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.899 total time= 1.9s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.890 total time= 1.9s
[CV 1/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.905 total time= 2.0s
[CV 2/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.902 total time= 1.9s
[CV 3/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.890 total time= 2.0s
[CV 4/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.900 total time= 1.9s
[CV 5/5] END classifier__C=1, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.891 total time= 1.9s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.903 total time= 1.9s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.901 total time= 1.9s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.891 total time= 2.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.903 total time= 1.9s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.894 total time= 2.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.905 total time= 1.9s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.901 total time= 1.8s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.891 total time= 2.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.903 total time= 1.9s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.893 total time= 1.9s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.905 total time= 1.9s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.901 total time= 1.9s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.891 total time= 2.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.903 total time= 1.9s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.893 total time= 1.9s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.907 total time= 1.9s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.900 total time= 1.9s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.892 total time= 2.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.901 total time= 2.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.893 total time= 2.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.907 total time= 1.9s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.901 total time= 1.9s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.892 total time= 2.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.902 total time= 1.9s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.892 total time= 1.9s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.906 total time= 1.9s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.901 total time= 1.8s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.893 total time= 2.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.902 total time= 1.9s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.893 total time= 1.9s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.902 total time= 2.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.906 total time= 1.9s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.891 total time= 2.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.904 total time= 2.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.895 total time= 2.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.904 total time= 1.9s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.904 total time= 1.9s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.894 total time= 2.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.904 total time= 1.9s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.894 total time= 1.9s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.903 total time= 1.9s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.904 total time= 1.9s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.893 total time= 2.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.904 total time= 1.9s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.894 total time= 2.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.906 total time= 2.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.902 total time= 1.9s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.893 total time= 2.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.906 total time= 2.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.894 total time= 1.9s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.904 total time= 1.9s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.902 total time= 1.9s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.893 total time= 1.9s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.903 total time= 1.9s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.895 total time= 1.9s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.904 total time= 1.9s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.902 total time= 1.9s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.893 total time= 2.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.903 total time= 2.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.895 total time= 1.9s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.903 total time= 2.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.902 total time= 1.9s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.891 total time= 2.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.903 total time= 1.9s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.894 total time= 2.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.903 total time= 1.9s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.902 total time= 1.9s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.891 total time= 2.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.903 total time= 1.9s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.894 total time= 1.9s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.903 total time= 2.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.902 total time= 1.9s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.891 total time= 2.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.903 total time= 1.9s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.894 total time= 1.9s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.906 total time= 2.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.900 total time= 1.9s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.892 total time= 2.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.901 total time= 1.9s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.893 total time= 2.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 2.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.907 total time= 1.9s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.900 total time= 1.9s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.892 total time= 2.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.901 total time= 1.9s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.894 total time= 1.9s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.907 total time= 1.9s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.900 total time= 1.9s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.892 total time= 2.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.901 total time= 1.9s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.894 total time= 1.9s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.902 total time= 2.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.906 total time= 1.9s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.891 total time= 2.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.904 total time= 1.9s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.896 total time= 1.9s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 2.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.902 total time= 1.9s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.906 total time= 1.9s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.891 total time= 1.9s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.904 total time= 1.9s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.896 total time= 1.9s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.902 total time= 1.9s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.906 total time= 1.9s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.891 total time= 2.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.904 total time= 1.9s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.896 total time= 2.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.904 total time= 2.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.902 total time= 1.9s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.893 total time= 2.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.906 total time= 1.9s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear;, score=0.894 total time= 2.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.9s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs;, score=nan total time= 1.8s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.906 total time= 1.9s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.902 total time= 1.9s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.893 total time= 1.9s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.906 total time= 1.9s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear;, score=0.894 total time= 1.9s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.906 total time= 1.9s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.902 total time= 1.9s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.893 total time= 2.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.906 total time= 1.9s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs;, score=0.894 total time= 1.9s
/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py:372: FitFailedWarning:
120 fits failed out of a total of 480.
The score on these train-test partitions for these parameters will be set to nan.
If these failures are not expected, you can try to debug them by setting error_score='raise'.
Below are more details about the failures:
--------------------------------------------------------------------------------
120 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 394, in fit
self._final_estimator.fit(Xt, y, **fit_params_last_step)
File "/usr/local/lib/python3.7/dist-packages/sklearn/linear_model/_logistic.py", line 1461, in fit
solver = _check_solver(self.solver, self.penalty, self.dual)
File "/usr/local/lib/python3.7/dist-packages/sklearn/linear_model/_logistic.py", line 449, in _check_solver
% (solver, penalty)
ValueError: Solver lbfgs supports only 'l2' or 'none' penalties, got l1 penalty.
warnings.warn(some_fits_failed_message, FitFailedWarning)
/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_search.py:972: UserWarning: One or more of the test scores are non-finite: [0.83927914 nan 0.83927914 0.83927914 0.83927914 nan
0.83927914 0.83927914 0.83927914 nan 0.83927914 0.83927914
0.83927914 nan 0.83927914 0.83927914 0.83927914 nan
0.84051363 0.83952605 0.83927914 nan 0.84014326 0.83940259
0.83927914 nan 0.8413776 0.84039017 0.83927914 nan
0.84088392 0.83989635 0.89457963 nan 0.88927244 0.8901364
0.89383897 nan 0.8881614 0.88939566 0.8954439 nan
0.89100045 0.89112383 0.89556721 nan 0.89050685 0.8905067
0.89828333 nan 0.89630795 0.89680185 0.89865348 nan
0.89643141 0.8966784 0.9000118 nan 0.90001135 0.89964098
0.89914768 nan 0.89729553 0.89754259 0.89853048 nan
0.89853025 0.8986537 0.89852994 nan 0.89877693 0.89914738
0.89951828 nan 0.90001188 0.89976504 0.90013511 nan
0.8993946 0.89927114 0.89853048 nan 0.89853048 0.89853048
0.89840664 nan 0.89865348 0.89865348 0.89964174 nan
0.89964174 0.89964174 0.89988835 nan 0.90013511 0.90013511]
category=UserWarning,
Pipeline(steps=[('preprocessor',
ColumnTransformer(transformers=[('num', MinMaxScaler(),
['total_relationship_count',
'months_inactive_12_month',
'contacts_count_12_month',
'total_revolving_bal',
'total_amt_change_q4_q1',
'total_trans_amt',
'total_trans_count',
'total_count_change_q4_q1',
'avg_utilization_ratio'])])),
('selector',
RFECV(estimator=LogisticRegression(random_state=77))),
('classifier',
LogisticRegression(C=10, class_weight={False: 0.85, True: 1},
penalty='l1', random_state=77,
solver='liblinear'))])
print('Best penalty:', grid.best_estimator_.get_params()['classifier__penalty'])
print('Best C:', grid.best_estimator_.get_params()['classifier__C'])
print('Best class weight:', grid.best_estimator_.get_params()['classifier__class_weight'])
print('Best solver:', grid.best_estimator_.get_params()['classifier__solver'])
Best penalty: l1
Best C: 10
Best class weight: {False: 0.85, True: 1}
Best solver: liblinear
numerical = ['total_relationship_count', 'months_inactive_12_month',
'contacts_count_12_month', 'total_revolving_bal',
'total_amt_change_q4_q1', 'total_trans_amt',
'total_trans_count', 'total_count_change_q4_q1', 'avg_utilization_ratio']
numeric_transformer = MinMaxScaler()
preprocessor = ColumnTransformer(transformers=[("num", numeric_transformer, numerical)])
classifier = LogisticRegression(solver= "liblinear", class_weight={False:0.85, True:1}, C= 10, penalty= "l1")
rfecv = RFECV(estimator= classifier)
clf2 = Pipeline(steps=[("preprocessor", preprocessor), ("selector", rfecv), ("classifier", classifier)])
clf2.fit(X_train, y_train)
y_test_pred = clf2.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*clf2.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 90.02961500493583%
ROC AUC Score: 79.25256636367747%
precision recall f1-score support
0 0.93 0.95 0.94 1701
1 0.71 0.63 0.67 325
accuracy 0.90 2026
macro avg 0.82 0.79 0.81 2026
weighted avg 0.90 0.90 0.90 2026
cm=confusion_matrix(y_test,y_test_pred)
plt.figure(figsize=(10,6))
plt.title("Confusion matrix of optimised logistics regression model")
sns.heatmap(cm, annot=True,fmt='d', cmap='gist_yarg')
plt.ylabel("Actual Values")
plt.xlabel("Predicted Values")
plt.show()
clf2.fit(X_rus, y_rus)
y_test_pred = clf2.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*clf2.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 81.34254689042449%
ROC AUC Score: 84.0352733686067%
precision recall f1-score support
0 0.97 0.80 0.88 1701
1 0.46 0.88 0.60 325
accuracy 0.81 2026
macro avg 0.71 0.84 0.74 2026
weighted avg 0.89 0.81 0.83 2026
cm=confusion_matrix(y_test,y_test_pred)
plt.figure(figsize=(10,6))
plt.title("Confusion matrix of optimised logistics model, under-sampling")
sns.heatmap(cm, annot=True,fmt='d', cmap='gist_yarg')
plt.ylabel("Actual Values")
plt.xlabel("Predicted Values")
plt.show()
clf2.fit(X_smote, y_smote)
y_test_pred = clf2.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*clf2.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 82.42843040473839%
ROC AUC Score: 83.68633835300501%
precision recall f1-score support
0 0.97 0.82 0.89 1701
1 0.47 0.86 0.61 325
accuracy 0.82 2026
macro avg 0.72 0.84 0.75 2026
weighted avg 0.89 0.82 0.84 2026
cm=confusion_matrix(y_test,y_test_pred)
plt.figure(figsize=(10,6))
plt.title("Confusion matrix of optimised logistics model, SMOTE")
sns.heatmap(cm, annot=True,fmt='d', cmap='gist_yarg')
plt.ylabel("Actual Values")
plt.xlabel("Predicted Values")
plt.show()
print('Optimal number of features: {}'.format(rfecv.n_features_))
Optimal number of features: 8
feature_selected = X_train.columns[rfecv.get_support(indices=True)]
feature_selected
mask = clf2['selector'].get_support(indices=True)
df_enc= df2.drop(["attrition_flag"], axis=1)
new_features = df_enc.columns[mask]
new_features
select_vars = new_features.tolist()
# get the models coefficients
logReg_coeff = pd.DataFrame({'feature_name': select_vars, 'model_coefficient': clf2['classifier'].coef_[0].transpose().flatten()})
logReg_coeff = logReg_coeff.sort_values('model_coefficient',ascending=False)
# visualising
plt.figure().set_size_inches(10, 6)
fg3 = sns.barplot(x='feature_name', y='model_coefficient',data=logReg_coeff, palette="Blues_d")
fg3.set_xticklabels(rotation=35, labels=logReg_coeff.feature_name)
plt.xlabel('Feature')
plt.ylabel('Coefficient')
plt.subplots_adjust(bottom=0.4)
plt.show()
numerical = ['total_relationship_count', 'months_inactive_12_month',
'contacts_count_12_month', 'total_revolving_bal',
'total_amt_change_q4_q1', 'total_trans_amt',
'total_trans_count', 'total_count_change_q4_q1', 'avg_utilization_ratio']
numeric_transformer = MinMaxScaler()
preprocessor = ColumnTransformer(transformers=[("num", numeric_transformer, numerical)])
classifier = LogisticRegression(random_state= 77)
skb = SelectKBest(f_classif, k='all')
clf3 = Pipeline(steps=[("preprocessor", preprocessor), ("selector", skb), ("classifier", classifier)])
clf3.fit(X_train, y_train)
y_test_pred = clf3.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*clf3.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 90.42448173741361%
ROC AUC Score: 77.12314023425135%
precision recall f1-score support
0 0.92 0.97 0.94 1701
1 0.77 0.58 0.66 325
accuracy 0.90 2026
macro avg 0.85 0.77 0.80 2026
weighted avg 0.90 0.90 0.90 2026
cm=confusion_matrix(y_test,y_test_pred)
plt.figure(figsize=(12,6))
plt.title("Confusion Matrix of unoptimised logistics regression model")
sns.heatmap(cm, annot=True,fmt='d', cmap='gist_yarg')
plt.ylabel("Actual Values")
plt.xlabel("Predicted Values")
plt.show()
clf3.fit(X_rus, y_rus)
y_test_pred = clf3.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*clf3.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 82.97137216189536%
ROC AUC Score: 83.51187084520419%
precision recall f1-score support
0 0.97 0.83 0.89 1701
1 0.48 0.84 0.61 325
accuracy 0.83 2026
macro avg 0.72 0.84 0.75 2026
weighted avg 0.89 0.83 0.85 2026
cm=confusion_matrix(y_test, y_test_pred)
plt.figure(figsize=(12,6))
plt.title("Confusion Matrix of unoptimised model, under-sampling")
sns.heatmap(cm, annot=True,fmt='d', cmap='gist_yarg')
plt.ylabel("Actual Values")
plt.xlabel("Predicted Values")
plt.show()
clf3.fit(X_smote, y_smote)
y_test_pred = clf3.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*clf3.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 83.95853899308983%
ROC AUC Score: 83.85085696196806%
precision recall f1-score support
0 0.96 0.84 0.90 1701
1 0.50 0.84 0.63 325
accuracy 0.84 2026
macro avg 0.73 0.84 0.76 2026
weighted avg 0.89 0.84 0.85 2026
cm=confusion_matrix(y_test, y_test_pred)
plt.figure(figsize=(12,6))
plt.title("Confusion Matrix of unoptimised model, SMOTE")
sns.heatmap(cm, annot=True,fmt='d', cmap='gist_yarg')
plt.ylabel("Actual Values")
plt.xlabel("Predicted Values")
plt.show()
# defining parameter range
param_grid = {'classifier__class_weight': [{False:1, True:1}, {False:0.9, True:1}, {False:0.95, True:1}, {False:0.8, True:1}, {False:0.85, True:1}], 'selector__k': list(range(1,30,1)),
'classifier__solver': ['liblinear', 'lbfgs'], 'classifier__penalty': ['l1','l2'], 'classifier__C': [0.001,0.01,0.1,1,10,100]}
grid = GridSearchCV(clf3, param_grid, refit = True, scoring= 'accuracy', verbose = 3)
# fitting the model for grid search
grid.fit(X_train, y_train)
print(grid.best_estimator_)
Streaming output truncated to the last 5000 lines.
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.820 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.828 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.821 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.822 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.825 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.847 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.847 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.838 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.853 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.841 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.882 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.886 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.873 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.892 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.888 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.882 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.884 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.886 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.880 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.882 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.883 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.886 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.890 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.887 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.880 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.890 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.884 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.900 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.877 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.899 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.891 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.903 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.892 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.902 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.901 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.891 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.893 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.820 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.828 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.821 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.822 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.825 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.847 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.847 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.838 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.853 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.841 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.882 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.886 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.873 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.892 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.882 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.883 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.875 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.886 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.880 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.882 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.883 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.875 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.887 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.890 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.888 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.887 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.880 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.890 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.884 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.900 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.878 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.899 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.891 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.892 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.893 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.827 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.830 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.823 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.827 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.828 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.849 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.849 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.837 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.853 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.842 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.878 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.886 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.874 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.891 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.887 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.883 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.885 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.886 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.882 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.883 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.885 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.886 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.889 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.886 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.881 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.890 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.885 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.899 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.878 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.901 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.891 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.906 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.890 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.902 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.900 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.901 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.893 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.827 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.830 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.823 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.827 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.835 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.850 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.850 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.838 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.852 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.843 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.878 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.886 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.873 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.891 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.886 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.883 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.884 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.876 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.887 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.882 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.882 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.884 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.876 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.887 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.888 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.885 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.878 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.890 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.887 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.886 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.898 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.880 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.902 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.890 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.906 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.903 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.890 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.902 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.893 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.904 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.901 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.902 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.892 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.827 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.830 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.823 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.827 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.835 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.850 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.850 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.838 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.852 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.843 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.878 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.887 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.873 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.891 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.886 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.883 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.885 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.876 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.887 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.882 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.882 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.885 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.875 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.887 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.889 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.885 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.878 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.890 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.887 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.885 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.899 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.880 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.902 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.890 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.906 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.903 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.902 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.893 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.904 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.892 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.902 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.893 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.808 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.814 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.802 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.806 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.819 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.846 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.839 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.835 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.851 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.844 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.884 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.886 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.873 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.891 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.884 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.883 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.880 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.872 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.890 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.883 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.883 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.879 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.873 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.890 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.887 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.883 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.879 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.886 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.886 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.896 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.878 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.902 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.887 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.905 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.906 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.896 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.906 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.904 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.895 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.808 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.814 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.802 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.806 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.819 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.844 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.841 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.836 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.849 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.843 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.883 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.886 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.872 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.890 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.883 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.883 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.878 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.874 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.890 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.883 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.883 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.878 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.873 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.890 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.889 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.890 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.885 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.877 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.889 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.886 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.896 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.878 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.902 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.906 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.903 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.904 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.895 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.903 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.904 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.893 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.904 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.808 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.814 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.802 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.806 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.819 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.845 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.841 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.836 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.851 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.843 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.883 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.886 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.872 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.891 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.883 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.884 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.878 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.874 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.890 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.883 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.883 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.878 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.873 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.890 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.889 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.890 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.885 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.877 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.888 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.886 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.896 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.878 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.902 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.906 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.904 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.896 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.904 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.893 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.904 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.816 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.824 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.810 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.815 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.822 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.843 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.844 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.841 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.852 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.846 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.881 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.885 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.873 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.891 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.884 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.882 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.880 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.889 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.881 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.881 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.880 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.889 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.890 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.886 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.878 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.886 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.886 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.898 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.879 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.900 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.890 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.906 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.904 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.896 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.902 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.906 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.816 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.824 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.814 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.818 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.822 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.843 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.844 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.851 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.841 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.880 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.886 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.891 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.885 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.882 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.882 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.874 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.889 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.880 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.882 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.881 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.889 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.888 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.891 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.887 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.879 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.889 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.887 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.901 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.878 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.901 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.888 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.904 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.901 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.892 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.904 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.894 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.904 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.902 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.895 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.816 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.824 total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.814 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.818 total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.822 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.843 total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.844 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.851 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.842 total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.880 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.885 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.875 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.891 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.885 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.882 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.883 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.874 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.889 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.880 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.882 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.881 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.875 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.889 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.891 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.887 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.878 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.888 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.889 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.887 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.900 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.878 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.902 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.904 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.893 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.904 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.895 total time= 0.1s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=10, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.832 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.833 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.830 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.832 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.835 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.851 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.852 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.836 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.855 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.844 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.878 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.886 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.876 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.893 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.883 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.886 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.884 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.888 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.880 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.885 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.883 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.888 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.887 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.885 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.879 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.890 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.885 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.886 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.898 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.878 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.902 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.889 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.907 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.901 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.892 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.904 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.892 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.901 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.892 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.832 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.833 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.830 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.832 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.835 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.851 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.852 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.837 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.854 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.844 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.878 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.886 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.876 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.893 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.883 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.886 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.884 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.888 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.881 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.885 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.883 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.887 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.888 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.889 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.886 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.879 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.890 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.885 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.886 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.898 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.878 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.902 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.889 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.907 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.901 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.890 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.901 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.892 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.904 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.900 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.892 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.900 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.892 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.832 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.833 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.830 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.832 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.835 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.851 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.852 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.837 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.854 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.844 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.878 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.886 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.876 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.893 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.883 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.886 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.884 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.875 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.888 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.881 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.885 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.883 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.875 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.887 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.889 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.885 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.879 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.890 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.885 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.886 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.898 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.878 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.902 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.889 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.907 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.901 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.892 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.904 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.892 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.900 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.892 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 1, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.820 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.828 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.821 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.822 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.825 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.848 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.846 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.841 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.853 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.842 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.881 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.886 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.871 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.891 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.887 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.882 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.883 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.890 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.881 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.882 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.883 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.875 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.890 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.890 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.890 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.887 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.880 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.889 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.886 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.899 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.878 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.900 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.890 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.904 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.904 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.893 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.820 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.828 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.821 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.822 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.825 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.848 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.847 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.840 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.853 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.842 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.881 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.886 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.872 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.892 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.887 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.882 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.883 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.889 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.881 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.882 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.883 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.888 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.890 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.890 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.887 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.880 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.889 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.886 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.900 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.878 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.899 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.890 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.904 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.904 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.894 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.903 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.820 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.828 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.821 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.822 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.825 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.848 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.847 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.840 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.853 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.842 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.881 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.886 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.872 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.892 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.887 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.882 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.883 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.875 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.889 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.881 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.882 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.883 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.875 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.888 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.890 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.890 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.887 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.880 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.889 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.886 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.899 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.878 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.899 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.890 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.904 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.904 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.9, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.827 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.830 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.823 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.827 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.828 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.849 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.849 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.837 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.853 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.842 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.878 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.886 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.874 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.891 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.887 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.883 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.885 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.886 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.882 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.883 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.885 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.876 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.886 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.889 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.886 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.881 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.890 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.889 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.885 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.899 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.878 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.901 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.891 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.906 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.890 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.902 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.900 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.901 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.893 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.827 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.830 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.823 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.827 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.828 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.849 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.849 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.837 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.853 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.842 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.878 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.886 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.874 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.891 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.887 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.883 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.885 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.886 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.882 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.883 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.885 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.886 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.889 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.886 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.881 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.890 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.884 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.899 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.878 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.901 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.891 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.906 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.891 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.890 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.902 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.900 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.891 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.901 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.827 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.830 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.823 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.827 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.828 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.849 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.849 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.837 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.853 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.842 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.878 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.886 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.874 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.891 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.887 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.883 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.885 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.875 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.886 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.882 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.883 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.885 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.875 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.886 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.889 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.888 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.886 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.881 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.890 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.884 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.899 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.878 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.901 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.891 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.906 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.903 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.890 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.902 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.900 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.901 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.95, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.808 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.814 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.802 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.806 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.819 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.846 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.839 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.835 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.851 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.844 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.885 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.886 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.873 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.891 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.884 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.883 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.880 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.873 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.890 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.883 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.883 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.879 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.873 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.890 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.886 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.883 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.880 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.886 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.886 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.896 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.878 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.902 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.887 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.905 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.906 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.896 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.904 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.906 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.904 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.896 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.808 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.814 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.802 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.806 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.819 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.846 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.839 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.835 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.851 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.844 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.885 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.886 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.873 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.891 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.884 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.883 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.880 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.872 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.890 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.883 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.883 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.879 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.873 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.890 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.888 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.887 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.883 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.880 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.887 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.886 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.896 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.878 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.902 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.887 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.905 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.902 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.890 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.906 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.896 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.903 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.906 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.890 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.904 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.896 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.808 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.814 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.802 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.806 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.819 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.846 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.839 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.835 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.851 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.844 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.885 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.886 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.873 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.891 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.884 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.883 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.880 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.872 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.890 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.883 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.883 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.879 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.873 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.890 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.887 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.883 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.880 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.888 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.887 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.886 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.896 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.878 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.902 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.887 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.905 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.906 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.896 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.904 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.906 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.904 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.896 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.8, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.816 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.824 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.810 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.815 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=1;, score=0.822 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.845 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.844 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.838 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.853 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=2;, score=0.846 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.881 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.886 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.873 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.891 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=3;, score=0.884 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.882 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.880 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.888 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=4;, score=0.881 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.882 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.880 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.889 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=5;, score=0.888 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.890 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.885 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.877 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=6;, score=0.886 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.886 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.898 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.879 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.900 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=7;, score=0.890 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.906 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.900 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.904 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=8;, score=0.896 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.890 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.906 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=9;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=1;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=2;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=3;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=4;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=5;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=6;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=7;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=8;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=9;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l1, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.816 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.824 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.810 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.815 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=1;, score=0.822 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.843 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.844 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.838 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.853 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=2;, score=0.846 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.882 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.885 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.873 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.891 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=3;, score=0.884 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.882 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.880 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.888 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=4;, score=0.881 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.882 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.880 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.875 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.889 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=5;, score=0.888 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.890 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.885 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.878 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.888 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=6;, score=0.886 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.886 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.898 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.879 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.900 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=7;, score=0.890 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.906 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.901 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.904 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=8;, score=0.896 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.903 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.891 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.906 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=9;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=liblinear, selector__k=29;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.816 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.824 total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.810 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.815 total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=1;, score=0.822 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.843 total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.844 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.838 total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.853 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=2;, score=0.846 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.881 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.886 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.873 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.891 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=3;, score=0.884 total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.882 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.880 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.875 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.888 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=4;, score=0.881 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.882 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.880 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.875 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.889 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=5;, score=0.888 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.890 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.885 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.878 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.888 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=6;, score=0.886 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.886 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.898 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.879 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.900 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=7;, score=0.890 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.906 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.901 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.904 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=8;, score=0.896 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.903 total time= 0.1s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.902 total time= 0.1s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.891 total time= 0.1s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.906 total time= 0.1s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=9;, score=0.894 total time= 0.1s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=10;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=11;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=12;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=13;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=14;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=15;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=16;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=17;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=18;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=19;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=20;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=21;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=22;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=23;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=24;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=25;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=26;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=27;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=28;, score=nan total time= 0.0s
[CV 1/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 2/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 3/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 4/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
[CV 5/5] END classifier__C=100, classifier__class_weight={False: 0.85, True: 1}, classifier__penalty=l2, classifier__solver=lbfgs, selector__k=29;, score=nan total time= 0.0s
Pipeline(steps=[('preprocessor',
ColumnTransformer(transformers=[('num', MinMaxScaler(),
['total_relationship_count',
'months_inactive_12_month',
'contacts_count_12_month',
'total_revolving_bal',
'total_amt_change_q4_q1',
'total_trans_amt',
'total_trans_count',
'total_count_change_q4_q1',
'avg_utilization_ratio'])])),
('selector', SelectKBest(k=8)),
('classifier',
LogisticRegression(C=1, class_weight={False: 0.8, True: 1},
random_state=77))])
/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py:372: FitFailedWarning:
13350 fits failed out of a total of 17400.
The score on these train-test partitions for these parameters will be set to nan.
If these failures are not expected, you can try to debug them by setting error_score='raise'.
Below are more details about the failures:
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 10. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 11. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 12. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 13. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 14. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 15. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 16. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 17. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 18. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 19. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 20. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 21. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 22. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 23. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 24. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 25. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 26. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 27. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 28. Use k='all' to return all features.
--------------------------------------------------------------------------------
600 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 390, in fit
Xt = self._fit(X, y, **fit_params_steps)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 355, in _fit
**fit_params_steps[name],
File "/usr/local/lib/python3.7/dist-packages/joblib/memory.py", line 349, in __call__
return self.func(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 893, in _fit_transform_one
res = transformer.fit_transform(X, y, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/base.py", line 850, in fit_transform
return self.fit(X, y, **fit_params).transform(X)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 407, in fit
self._check_params(X, y)
File "/usr/local/lib/python3.7/dist-packages/sklearn/feature_selection/_univariate_selection.py", line 606, in _check_params
"Use k='all' to return all features." % (X.shape[1], self.k)
ValueError: k should be >=0, <= n_features = 9; got 29. Use k='all' to return all features.
--------------------------------------------------------------------------------
1350 fits failed with the following error:
Traceback (most recent call last):
File "/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_validation.py", line 681, in _fit_and_score
estimator.fit(X_train, y_train, **fit_params)
File "/usr/local/lib/python3.7/dist-packages/sklearn/pipeline.py", line 394, in fit
self._final_estimator.fit(Xt, y, **fit_params_last_step)
File "/usr/local/lib/python3.7/dist-packages/sklearn/linear_model/_logistic.py", line 1461, in fit
solver = _check_solver(self.solver, self.penalty, self.dual)
File "/usr/local/lib/python3.7/dist-packages/sklearn/linear_model/_logistic.py", line 449, in _check_solver
% (solver, penalty)
ValueError: Solver lbfgs supports only 'l2' or 'none' penalties, got l1 penalty.
warnings.warn(some_fits_failed_message, FitFailedWarning)
/usr/local/lib/python3.7/dist-packages/sklearn/model_selection/_search.py:972: UserWarning: One or more of the test scores are non-finite: [0.83927914 0.83927914 0.83927914 ... nan nan nan]
category=UserWarning,
print('Best penalty:', grid.best_estimator_.get_params()['classifier__penalty'])
print('Best C:', grid.best_estimator_.get_params()['classifier__C'])
print('Best class weight:', grid.best_estimator_.get_params()['classifier__class_weight'])
print('Best solver:', grid.best_estimator_.get_params()['classifier__solver'])
print('Best k value:', grid.best_estimator_.get_params()['selector__k'])
Best penalty: l2
Best C: 1
Best class weight: {False: 0.8, True: 1}
Best solver: lbfgs
Best k value: 8
numerical = ['total_relationship_count', 'months_inactive_12_month',
'contacts_count_12_month', 'total_revolving_bal',
'total_amt_change_q4_q1', 'total_trans_amt',
'total_trans_count', 'total_count_change_q4_q1', 'avg_utilization_ratio']
numeric_transformer = MinMaxScaler()
preprocessor = ColumnTransformer(transformers=[("num", numeric_transformer, numerical)])
classifier = LogisticRegression(solver= "lbfgs", class_weight={False:0.8, True:1}, C= 1, penalty= "l2")
skb = SelectKBest(f_classif, k=8)
clf3 = Pipeline(steps=[("preprocessor", preprocessor), ("selector", skb), ("classifier", classifier)])
clf3.fit(X_train, y_train)
y_test_pred = clf3.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*clf3.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 90.32576505429417%
ROC AUC Score: 78.68222312666757%
precision recall f1-score support
0 0.93 0.96 0.94 1701
1 0.74 0.62 0.67 325
accuracy 0.90 2026
macro avg 0.83 0.79 0.81 2026
weighted avg 0.90 0.90 0.90 2026
cm=confusion_matrix(y_test, y_test_pred)
plt.figure(figsize=(12,6))
plt.title("Confusion Matrix of optimised logistics regression model")
sns.heatmap(cm, annot=True,fmt='d', cmap='gist_yarg')
plt.ylabel("Actual Values")
plt.xlabel("Predicted Values")
plt.show()
clf3.fit(X_rus, y_rus)
y_test_pred = clf3.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*clf3.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 79.9111549851925%
ROC AUC Score: 83.43173698729254%
precision recall f1-score support
0 0.97 0.78 0.87 1701
1 0.44 0.89 0.59 325
accuracy 0.80 2026
macro avg 0.71 0.83 0.73 2026
weighted avg 0.89 0.80 0.82 2026
cm=confusion_matrix(y_test, y_test_pred)
plt.figure(figsize=(12,6))
plt.title("Confusion Matrix of optimised model, under-sampling")
sns.heatmap(cm, annot=True,fmt='d', cmap='gist_yarg')
plt.ylabel("Actual Values")
plt.xlabel("Predicted Values")
plt.show()
clf3.fit(X_smote, y_smote)
y_test_pred = clf3.predict(X_test)
# get ROC AUC score
rocscore = roc_auc_score(y_test, y_test_pred)
#print results
print(f'Overall Accuracy: {100*clf3.score(X_test, y_test)}%')
print(f'ROC AUC Score: {100*rocscore}%')
print(classification_report(y_test, y_test_pred))
Overall Accuracy: 81.58933859822311%
ROC AUC Score: 83.43553565775788%
precision recall f1-score support
0 0.97 0.81 0.88 1701
1 0.46 0.86 0.60 325
accuracy 0.82 2026
macro avg 0.71 0.83 0.74 2026
weighted avg 0.89 0.82 0.84 2026
cm=confusion_matrix(y_test, y_test_pred)
plt.figure(figsize=(12,6))
plt.title("Confusion Matrix of optimised model, SMOTE")
sns.heatmap(cm, annot=True,fmt='d', cmap='gist_yarg')
plt.ylabel("Actual Values")
plt.xlabel("Predicted Values")
plt.show()
feature_selected = X_train.columns[skb.get_support(indices=True)]
feature_selected
mask = clf3['selector'].get_support(indices=True)
df_enc2= df2.drop(["attrition_flag"], axis=1)
new_features = df_enc2.columns[mask]
new_features
select_vars = new_features.tolist()
# get the models coefficients
logReg_coeff = pd.DataFrame({'feature_name': select_vars, 'model_coefficient': clf3['classifier'].coef_[0].transpose().flatten()})
logReg_coeff = logReg_coeff.sort_values('model_coefficient',ascending=False)
# visualising
plt.figure().set_size_inches(10, 6)
fg3 = sns.barplot(x='feature_name', y='model_coefficient',data=logReg_coeff, palette="Blues_d")
fg3.set_xticklabels(rotation=35, labels=logReg_coeff.feature_name)
plt.xlabel('Feature')
plt.ylabel('Coefficient')
plt.subplots_adjust(bottom=0.4)
plt.show()