hackathon-ENGIN/archive/legacy_experiments/benchmark_hybrids.csv

1	label_experiment_id	severity_experiment_id	macro_f1_oof	severity_accuracy_submission_oof	raw_score_oof	ml_points_oof	macro_f1_fold_std	raw_score_fold_std
2	combined__logistic	raw__extra_trees	0.9570445359919044	0.6666666666666666	0.884450068660595	16.89001373211898	0.03655401521623664	0.017899003112571567
3	relative__logistic	raw__extra_trees	0.9542003042003041	0.6666666666666666	0.8823168948168947	16.463378963378926	0.04187681944170568	0.03395326356116558
4	combined__logistic	combined__extra_trees	0.9570445359919044	0.543859649122807	0.85374831427463	10.749662854926001	0.03655401521623664	0.011116721669626172
5	relative__logistic	combined__extra_trees	0.9542003042003041	0.543859649122807	0.8516151404309298	10.323028086185948	0.04187681944170568	0.02184072061698341
6	combined__logistic	raw__logistic	0.9570445359919044	0.5263157894736842	0.8493623493623493	9.872469872469857	0.03655401521623664	0.03862791521510837
7	relative__logistic	raw__logistic	0.9542003042003041	0.5263157894736842	0.8472291755186491	9.445835103729804	0.04187681944170568	0.04642725120264564
8	relative__extra_trees	raw__extra_trees	0.9121659306049209	0.631578947368421	0.8420191847957958	8.403836959159161	0.06541120923648919	0.0717148147845038
9	raw__logistic	raw__extra_trees	0.9023800082673527	0.6491228070175439	0.8390657079549004	7.813141590980077	0.033318822941114	0.04092656765280624
10	combined__logistic	combined__logistic	0.9570445359919044	0.42105263157894735	0.8230465598886652	4.609311977733022	0.03655401521623664	0.05174671316840542
11	relative__logistic	combined__logistic	0.9542003042003041	0.42105263157894735	0.8209133860449649	4.182677208992969	0.04187681944170568	0.055205613903232524
12	relative__extra_trees	combined__extra_trees	0.9121659306049209	0.543859649122807	0.8200893602343924	4.017872046878468	0.06541120923648919	0.059644933679093695
13	combined__extra_trees	raw__extra_trees	0.889876440191153	0.5964912280701754	0.8165301371609086	3.306027432181713	0.08090765429941545	0.08149783607423124
14	raw__logistic	combined__extra_trees	0.9023800082673527	0.5263157894736842	0.8083639535689355	1.6727907137870979	0.033318822941114	0.03550546876923415
15	relative__extra_trees	raw__logistic	0.9121659306049209	0.49122807017543857	0.8069314654975503	1.3862930995100609	0.06541120923648919	0.06135201820991804
16	raw__logistic	raw__logistic	0.9023800082673527	0.5087719298245614	0.8039779886566549	0.795597731330977	0.033318822941114	0.040250524325902946
17	combined__extra_trees	combined__extra_trees	0.889876440191153	0.5263157894736842	0.7989862775117857	0.0	0.08090765429941545	0.07599963695965241
18	relative__extra_trees	combined__logistic	0.9121659306049209	0.38596491228070173	0.7806156760238661	0.0	0.06541120923648919	0.05137482713532942
19	combined__logistic	relative__extra_trees	0.9570445359919044	0.24561403508771928	0.7791869107658581	0.0	0.03655401521623664	0.051995481817878136
20	raw__logistic	combined__logistic	0.9023800082673527	0.40350877192982454	0.7776621991829706	0.0	0.033318822941114	0.03433408619417781
21	combined__extra_trees	raw__logistic	0.889876440191153	0.43859649122807015	0.7770564529503823	0.0	0.08090765429941545	0.0478271937199119
22	relative__logistic	relative__extra_trees	0.9542003042003041	0.24561403508771928	0.7770537369221578	0.0	0.04187681944170568	0.04379956209551034
23	combined__logistic	relative__logistic	0.9570445359919044	0.21052631578947367	0.7704149809412968	0.0	0.03655401521623664	0.06694133006325287
24	relative__logistic	relative__logistic	0.9542003042003041	0.21052631578947367	0.7682818070975965	0.0	0.04187681944170568	0.05824117064986717
25	combined__extra_trees	combined__logistic	0.889876440191153	0.3508771929824561	0.7551266283889788	0.0	0.08090765429941545	0.06841717933195637
26	relative__extra_trees	relative__extra_trees	0.9121659306049209	0.24561403508771928	0.7455279567256204	0.0	0.06541120923648919	0.03726930017689656
27	raw__logistic	relative__extra_trees	0.9023800082673527	0.24561403508771928	0.7381885149724443	0.0	0.033318822941114	0.05419826395716338
28	relative__extra_trees	relative__logistic	0.9121659306049209	0.21052631578947367	0.7367560269010591	0.0	0.06541120923648919	0.026985413848007282
29	raw__logistic	relative__logistic	0.9023800082673527	0.21052631578947367	0.7294165851478829	0.0	0.033318822941114	0.06153942511178187
30	combined__extra_trees	relative__extra_trees	0.889876440191153	0.24561403508771928	0.7288108389152945	0.0	0.08090765429941545	0.05348500579766761
31	combined__extra_trees	relative__logistic	0.889876440191153	0.21052631578947367	0.7200389090907331	0.0	0.08090765429941545	0.066969596743475
32	raw__extra_trees	raw__extra_trees	0.7919863597612958	0.49122807017543857	0.7167967873648315	0.0	0.1033466988646297	0.10758084514411288
33	raw__extra_trees	combined__extra_trees	0.7919863597612958	0.43859649122807015	0.7036388926279894	0.0	0.1033466988646297	0.10197238042823249
34	raw__extra_trees	raw__logistic	0.7919863597612958	0.3157894736842105	0.6729371382420245	0.0	0.1033466988646297	0.08702034510723318
35	raw__extra_trees	combined__logistic	0.7919863597612958	0.2982456140350877	0.6685511733297438	0.0	0.1033466988646297	0.09736342841725462
36	raw__extra_trees	relative__extra_trees	0.7919863597612958	0.24561403508771928	0.6553932785929016	0.0	0.1033466988646297	0.09375081538064751
37	raw__extra_trees	relative__logistic	0.7919863597612958	0.21052631578947367	0.6466213487683403	0.0	0.1033466988646297	0.10554712757040294