ima02/models/model_stats.csv

1		classifier_a	classifier_b	metric	pvalue
2	1	DecisionTreeClassifier	GaussianNB	precision	0.08929133280531223
3	2	DecisionTreeClassifier	GaussianNB	recall	3.877480505802584e-18
4	3	DecisionTreeClassifier	GaussianNB	f1	3.896340037647931e-18
5	4	DecisionTreeClassifier	MLPClassifier	precision	0.4012348497407896
6	5	DecisionTreeClassifier	MLPClassifier	recall	0.011820059675817408
7	6	DecisionTreeClassifier	MLPClassifier	f1	0.4710651684151138
8	7	DecisionTreeClassifier	RandomForestClassifier	precision	8.283473187323235e-12
9	8	DecisionTreeClassifier	RandomForestClassifier	recall	0.3276029575034267
10	9	DecisionTreeClassifier	RandomForestClassifier	f1	1.4515097813437996e-10
11	10	DecisionTreeClassifier	SVC	precision	6.472995016722292e-16
12	11	DecisionTreeClassifier	SVC	recall	3.864155888689142e-18
13	12	DecisionTreeClassifier	SVC	f1	3.896559845095909e-18
14	13	GaussianNB	MLPClassifier	precision	0.03476088049603166
15	14	GaussianNB	MLPClassifier	recall	3.873544128513129e-18
16	15	GaussianNB	MLPClassifier	f1	3.896120241954008e-18
17	16	GaussianNB	RandomForestClassifier	precision	5.027978595522601e-10
18	17	GaussianNB	RandomForestClassifier	recall	3.8656827355135645e-18
19	18	GaussianNB	RandomForestClassifier	f1	3.896120241954008e-18
20	19	GaussianNB	SVC	precision	7.361006463422299e-13
21	20	GaussianNB	SVC	recall	3.881639684405151e-18
22	21	GaussianNB	SVC	f1	4.265842540306607e-18
23	22	MLPClassifier	RandomForestClassifier	precision	2.9302015489842885e-09
24	23	MLPClassifier	RandomForestClassifier	recall	0.00010909237805840521
25	24	MLPClassifier	RandomForestClassifier	f1	1.1542838431590428e-11
26	25	MLPClassifier	SVC	precision	3.6744416439536415e-16
27	26	MLPClassifier	SVC	recall	5.645631221640026e-18
28	27	MLPClassifier	SVC	f1	5.112831740936498e-18
29	28	RandomForestClassifier	SVC	precision	4.0161556854627e-18
30	29	RandomForestClassifier	SVC	recall	3.8584897469079895e-18
31	30	RandomForestClassifier	SVC	f1	3.896559845095909e-18
32	31	BiasedClassifier	DecisionTreeClassifier	precision	3.881858705649312e-18
33	32	BiasedClassifier	DecisionTreeClassifier	recall	1.0267247842714985e-14
34	33	BiasedClassifier	DecisionTreeClassifier	f1	3.881858705649312e-18
35	34	BiasedClassifier	GaussianNB	precision	3.876167958900271e-18
36	35	BiasedClassifier	GaussianNB	recall	3.7861845925093915e-18
37	36	BiasedClassifier	GaussianNB	f1	4.22499456189738e-16
38	37	BiasedClassifier	MLPClassifier	precision	3.887338045617697e-18
39	38	BiasedClassifier	MLPClassifier	recall	2.2417567344517687e-15
40	39	BiasedClassifier	MLPClassifier	f1	3.886680137925553e-18
41	40	BiasedClassifier	RandomForestClassifier	precision	3.8798879361158955e-18
42	41	BiasedClassifier	RandomForestClassifier	recall	4.647240654275836e-14
43	42	BiasedClassifier	RandomForestClassifier	f1	3.8798879361158955e-18
44	43	BiasedClassifier	SVC	precision	3.890848669938197e-18
45	44	BiasedClassifier	SVC	recall	3.803119001919453e-18
46	45	BiasedClassifier	SVC	f1	4.337936940303975e-17