hackathon-ENGIN/archive/legacy_experiments/severity_summary.csv

1	scenario	candidate_id	seeds	macro_f1_mean	severity_mean	severity_std	severity_min	severity_max	raw_score_mean	raw_score_std	raw_score_min	ml_points_mean	ml_points_min
2	clean	deviation_extra_trees	5	0.9583547559652953	0.9263157894736842	0.014678246079545178	0.9122807017543859	0.9473684210526315	0.9503450143423924	0.0027035376831985565	0.9458535774325247	30.069002868478485	29.17071548650494
3	clean	all_extra_trees	5	0.9583547559652953	0.9157894736842105	0.01467824607954523	0.8947368421052632	0.9298245614035088	0.9477134353950241	0.00523350159468873	0.9436386146912463	29.542687079004804	28.727722938249254
4	clean	all_extra_trees_leaf2	5	0.9583547559652953	0.9052631578947368	0.02000307763331824	0.8771929824561403	0.9298245614035088	0.9450818564476556	0.00657140894162873	0.9375634327542466	29.016371289531115	27.512686550849306
5	clean	all_ordinal_ridge	5	0.9583547559652953	0.8982456140350876	0.03374628782749359	0.8421052631578947	0.9298245614035088	0.9433274704827432	0.011776392807079171	0.9244055380174044	28.665494096548663	24.881107603480878
6	clean	all_extra_trees_per_fault	5	0.9583547559652953	0.8771929824561404	0.012405382126079785	0.8596491228070176	0.8947368421052632	0.9380643125880065	0.0011431584757263177	0.9370816476079634	27.612862517601297	27.416329521592672
7	clean	all_ordinal_logistic	5	0.9583547559652953	0.8140350877192983	0.04038899801130291	0.7543859649122807	0.8596491228070176	0.922274838903796	0.011912788203167494	0.9085508953930007	24.454967780759183	21.71017907860013
8	clean	all_logistic	5	0.9583547559652953	0.7684210526315789	0.04868223482635658	0.7017543859649122	0.8245614035087719	0.9108713301318663	0.014197310417496702	0.8932219984851564	22.174266026373218	18.644399697031265
9	clean	all_svc	5	0.9583547559652953	0.7614035087719297	0.0384366707021169	0.7192982456140351	0.7894736842105263	0.9091169441669539	0.012595592845599222	0.8937037836314395	21.82338883339076	18.7407567262879
10	clean	raw_extra_trees	5	0.9583547559652953	0.6596491228070176	0.02353755765789256	0.631578947368421	0.6842105263157895	0.8836783476757258	0.007814781057042395	0.871773959070036	16.735669535145153	14.354791814007184
11	masked_5pct	deviation_extra_trees	5	0.954150451022983	0.9122807017543859	0.024810764252159567	0.8771929824561403	0.9473684210526315	0.9436830137058336	0.008422646016194144	0.9291987647250805	28.736602741166724	25.83975294501608
12	masked_5pct	all_extra_trees	5	0.954150451022983	0.9017543859649123	0.009609167675529204	0.8947368421052632	0.9122807017543859	0.9410514347584652	0.00525318675610807	0.9335847296373612	28.210286951693043	26.716945927472224
13	masked_5pct	all_extra_trees_leaf2	5	0.954150451022983	0.9017543859649123	0.029356492159090357	0.8771929824561403	0.9473684210526315	0.9410514347584652	0.008056902925742694	0.9331774678419659	28.210286951693035	26.635493568393162
14	masked_5pct	all_ordinal_ridge	5	0.954150451022983	0.8631578947368421	0.02287439440421976	0.8245614035087719	0.8771929824561403	0.9314023119514477	0.007043003479863687	0.9200195731051237	26.280462390289536	24.003914621024734
15	masked_5pct	all_extra_trees_per_fault	5	0.954150451022983	0.8596491228070174	0.012405382126079775	0.8421052631578947	0.8771929824561403	0.9305251189689916	0.004334267243104984	0.9248127998127997	26.105023793798306	24.962559962559936
16	masked_5pct	all_ordinal_logistic	5	0.954150451022983	0.8105263157894737	0.031383410210523356	0.7719298245614035	0.8421052631578947	0.9182444172146056	0.010910821016898841	0.9028829752513963	23.648883442921107	20.576595050279245
17	masked_5pct	all_svc	5	0.954150451022983	0.7543859649122806	0.032821556024332774	0.7192982456140351	0.7894736842105263	0.9042093294953073	0.011868148110399608	0.8897250805145541	20.841865899061457	17.945016102910813
18	masked_5pct	all_logistic	5	0.954150451022983	0.7473684210526315	0.06517254603862001	0.6666666666666666	0.8421052631578947	0.9024549435303951	0.0195446998341328	0.876567185777712	20.49098870607901	15.313437155542386
19	masked_5pct	raw_extra_trees	5	0.954150451022983	0.6491228070175439	0.017543859649122816	0.631578947368421	0.6666666666666666	0.877893540021623	0.0076820575311698745	0.8677952559531505	15.57870800432462	13.5590511906301