import seaborn as sns
#1
from sklearn.datasets import load_breast_cancer
from sklearn.model_selection import train_test_split
from sklearn.neighbors import KNeighborsClassifier
import matplotlib.pyplot as plt#13
#2
breast_cancer_data = load_breast_cancer()
print(breast_cancer_data.data[0])
[1.799e+01 1.038e+01 1.228e+02 1.001e+03 1.184e-01 2.776e-01 3.001e-01
1.471e-01 2.419e-01 7.871e-02 1.095e+00 9.053e-01 8.589e+00 1.534e+02
6.399e-03 4.904e-02 5.373e-02 1.587e-02 3.003e-02 6.193e-03 2.538e+01
1.733e+01 1.846e+02 2.019e+03 1.622e-01 6.656e-01 7.119e-01 2.654e-01
4.601e-01 1.189e-01]
#3
print(breast_cancer_data.target)
print(breast_cancer_data.target_names)
print(breast_cancer_data.feature_names)
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 0 0 0 0 0 0 0 0 1 0 1 1 1 1 1 0 0 1 0 0 1 1 1 1 0 1 0 0 1 1 1 1 0 1 0 0
1 0 1 0 0 1 1 1 0 0 1 0 0 0 1 1 1 0 1 1 0 0 1 1 1 0 0 1 1 1 1 0 1 1 0 1 1
1 1 1 1 1 1 0 0 0 1 0 0 1 1 1 0 0 1 0 1 0 0 1 0 0 1 1 0 1 1 0 1 1 1 1 0 1
1 1 1 1 1 1 1 1 0 1 1 1 1 0 0 1 0 1 1 0 0 1 1 0 0 1 1 1 1 0 1 1 0 0 0 1 0
1 0 1 1 1 0 1 1 0 0 1 0 0 0 0 1 0 0 0 1 0 1 0 1 1 0 1 0 0 0 0 1 1 0 0 1 1
1 0 1 1 1 1 1 0 0 1 1 0 1 1 0 0 1 0 1 1 1 1 0 1 1 1 1 1 0 1 0 0 0 0 0 0 0
0 0 0 0 0 0 0 1 1 1 1 1 1 0 1 0 1 1 0 1 1 0 1 0 0 1 1 1 1 1 1 1 1 1 1 1 1
1 0 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 0 1 0 1 1 1 1 0 0 0 1 1
1 1 0 1 0 1 0 1 1 1 0 1 1 1 1 1 1 1 0 0 0 1 1 1 1 1 1 1 1 1 1 1 0 0 1 0 0
0 1 0 0 1 1 1 1 1 0 1 1 1 1 1 0 1 1 1 0 1 1 0 0 1 1 1 1 1 1 0 1 1 1 1 1 1
1 0 1 1 1 1 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 0 1 0 1 1 1 1 1 0 1 1
0 1 0 1 1 0 1 0 1 1 1 1 1 1 1 1 0 0 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1
1 1 1 1 1 1 0 1 0 1 1 0 1 1 1 1 1 0 0 1 0 1 0 1 1 1 1 1 0 1 1 0 1 0 1 0 0
1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 0 1 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
1 1 1 1 1 1 1 0 0 0 0 0 0 1]
['malignant' 'benign']
['mean radius' 'mean texture' 'mean perimeter' 'mean area'
'mean smoothness' 'mean compactness' 'mean concavity'
'mean concave points' 'mean symmetry' 'mean fractal dimension'
'radius error' 'texture error' 'perimeter error' 'area error'
'smoothness error' 'compactness error' 'concavity error'
'concave points error' 'symmetry error' 'fractal dimension error'
'worst radius' 'worst texture' 'worst perimeter' 'worst area'
'worst smoothness' 'worst compactness' 'worst concavity'
'worst concave points' 'worst symmetry' 'worst fractal dimension']
#4
train_test_split(
breast_cancer_data.data,
breast_cancer_data.target,
test_size = 0.2,
random_state = 100
)
#5
print(train_test_split(
breast_cancer_data.data,
breast_cancer_data.target,
test_size = 0.2,
random_state = 100
))
[array([[1.305e+01, 1.931e+01, 8.261e+01, ..., 1.111e-02, 2.439e-01,
6.289e-02],
[1.288e+01, 2.892e+01, 8.250e+01, ..., 6.493e-02, 2.372e-01,
7.242e-02],
[1.575e+01, 1.922e+01, 1.071e+02, ..., 2.135e-01, 4.245e-01,
1.050e-01],
...,
[1.166e+01, 1.707e+01, 7.370e+01, ..., 4.262e-02, 2.731e-01,
6.825e-02],
[1.286e+01, 1.800e+01, 8.319e+01, ..., 7.926e-02, 2.779e-01,
7.918e-02],
[9.295e+00, 1.390e+01, 5.996e+01, ..., 7.262e-02, 3.681e-01,
8.982e-02]]), array([[1.791e+01, 2.102e+01, 1.244e+02, ..., 1.964e-01, 3.245e-01,
1.198e-01],
[1.434e+01, 1.347e+01, 9.251e+01, ..., 1.087e-01, 3.062e-01,
6.072e-02],
[2.016e+01, 1.966e+01, 1.311e+02, ..., 1.425e-01, 3.055e-01,
5.933e-02],
...,
[1.303e+01, 1.842e+01, 8.261e+01, ..., 5.013e-02, 1.987e-01,
6.169e-02],
[1.825e+01, 1.998e+01, 1.196e+02, ..., 1.932e-01, 3.063e-01,
8.368e-02],
[9.847e+00, 1.568e+01, 6.300e+01, ..., 6.528e-02, 2.502e-01,
9.209e-02]]), array([1, 1, 0, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0,
1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0,
1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 0, 1, 1, 1, 0, 0, 1, 1, 1, 1, 0,
1, 1, 0, 0, 1, 0, 0, 0, 1, 1, 1, 0, 1, 1, 0, 0, 0, 1, 1, 1, 0, 1,
1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 1, 1, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0,
1, 0, 0, 1, 1, 0, 0, 0, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1,
1, 0, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 0, 1, 1, 1,
1, 0, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 0, 0, 1, 1, 1, 0, 1, 1, 1, 1,
0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1,
1, 1, 0, 1, 1, 1, 0, 0, 0, 0, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 0,
1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 0, 1, 1, 1, 1, 1, 0,
1, 1, 1, 1, 0, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 0, 1, 0, 1, 1, 1, 0,
0, 1, 0, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 0, 1, 0, 1,
0, 0, 1, 0, 0, 0, 0, 1, 0, 1, 1, 0, 1, 0, 1, 1, 0, 1, 0, 1, 1, 1,
0, 1, 0, 1, 0, 0, 1, 0, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 0, 1, 0, 1,
1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 0, 1, 1, 0, 0, 0, 0, 1, 1, 1,
1, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1,
0, 0, 0, 0, 0, 1, 1, 1, 0, 1, 0, 0, 1, 0, 1, 0, 0, 1, 1, 1, 1, 0,
0, 0, 1, 1, 1, 1, 0, 0, 1, 0, 1, 0, 0, 1, 1, 1, 0, 1, 0, 1, 1, 0,
0, 0, 1, 1, 0, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1]), array([0, 1, 0, 1, 1, 1, 0, 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 1, 1, 1, 1, 1,
0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 0, 0, 1, 1, 0,
1, 0, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 0, 1, 1, 0, 0, 1, 1, 0, 1,
0, 0, 1, 0, 0, 1, 0, 0, 1, 1, 1, 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 1,
0, 1, 1, 1, 1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1,
0, 1, 0, 1])]
#6
training_data,validation_data, training_labels,validation_labels = train_test_split(breast_cancer_data.data, breast_cancer_data.target, test_size = 0.2, random_state = 100)
#7
print(len(training_data))
print(len(training_labels))
455
455
#8-#9
classifier = KNeighborsClassifier(n_neighbors = 3)
#10
classifier.fit(training_data, training_labels)
#11
print(classifier.score(validation_data, validation_labels))
0.9473684210526315
#12
accuracies = [] #<<<<<<<15
for k in range(1, 101):
classifier = KNeighborsClassifier(n_neighbors = k)
classifier.fit(training_data, training_labels)
accuracies.append(classifier.score(validation_data, validation_labels))
print(accuracies)
print(classifier.score(validation_data, validation_labels))
[0.9298245614035088]
0.9298245614035088
[0.9298245614035088, 0.9385964912280702]
0.9385964912280702
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315]
0.9473684210526315
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315]
0.9473684210526315
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315]
0.9473684210526315
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315]
0.9473684210526315
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315]
0.9473684210526315
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315]
0.9473684210526315
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193]
0.956140350877193
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193]
0.956140350877193
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193]
0.956140350877193
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193]
0.956140350877193
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193]
0.956140350877193
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193]
0.956140350877193
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193]
0.956140350877193
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193]
0.956140350877193
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193]
0.956140350877193
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193]
0.956140350877193
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193]
0.956140350877193
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193]
0.956140350877193
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193]
0.956140350877193
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193]
0.956140350877193
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.9649122807017544]
0.9649122807017544
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.9649122807017544, 0.9649122807017544]
0.9649122807017544
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.9649122807017544, 0.9649122807017544, 0.956140350877193]
0.956140350877193
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.9649122807017544, 0.9649122807017544, 0.956140350877193, 0.956140350877193]
0.956140350877193
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.9649122807017544, 0.9649122807017544, 0.956140350877193, 0.956140350877193, 0.956140350877193]
0.956140350877193
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.9649122807017544, 0.9649122807017544, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193]
0.956140350877193
[0.9298245614035088, 0.9385964912280702, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.9473684210526315, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.9649122807017544, 0.9649122807017544, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.956140350877193, 0.9473684210526315]
0.9473684210526315
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0.9298245614035088
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0.9298245614035088
#13
#import matplotlib.pyplot as plt#13^^^^
#14
k_list = range(1, 101)
#15^^^^
#16
plt.plot(k_list, accuracies)
plt.show()
#17
plt.plot(k_list, accuracies)
plt.xlabel('k')
plt.ylabel("Validation Accuracy")
plt.title("Breast Cancer Classifier Accuracy")
plt.show()
# Final..