Setup Completed ^^
Sex
M
M
Length
0.455
0.35
Diameter
0.365
0.265
Height
0.095
0.09
Whole weight
0.514
0.2255
Shucked weight
0.2245
0.0995
Viscera weight
0.101
0.0485
Shell weight
0.15
0.07
Rings
15
7
Length
0
0.9868115846
Diameter
0.9868115846
0
Height
0.8275536093
0.833683688
Whole weight
0.9252611721
0.9254521015
Shucked weight
0.8979136582
0.8931624751
Viscera weight
0.903017699
0.8997244291
Shell weight
0.8977055692
0.9053297812
0
M
-0.5745581331
1
M
-1.448985848
2
F
0.05003309165
3
M
-0.6994763781
4
I
-1.615543508
(0, 'F')
124
(0, 'I')
824
(0, 'M')
216
(1, 'F')
595
(1, 'I')
37
(1, 'M')
621
(2, 'F')
588
(2, 'I')
481
(2, 'M')
691
('F', 0)
292
('F', 1)
699
('F', 2)
316
('I', 0)
1096
('I', 1)
236
('I', 2)
10
('M', 0)
420
('M', 1)
777
('M', 2)
331
('F', 0, 0)
124
('F', 0, 2)
168
('F', 1, 1)
279
('F', 1, 2)
420
('F', 2, 1)
316
('I', 0, 0)
824
('I', 0, 2)
272
('I', 1, 1)
27
('I', 1, 2)
209
('I', 2, 1)
10
Sex
4177
3
Length
4177
-5.834717701e-16
Diameter
4177
-3.027929302e-16
Height
4177
-4.252709695e-17
Whole weight
4177
9.18585294e-17
Shucked weight
4177
-1.020650327e-17
Viscera weight
4177
2.704723366e-16
Shell weight
4177
2.976896786e-16
Rings
4177
9.933684463
kmeans
4177
1.142686138
agglom
4177
0.7244433804
Without kmeans cluster as input to Random Forest, roc-auc is "0.8644814560439562"
Using kmeans cluster as input to Random Forest, roc-auc is "0.8658882783882784"