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
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
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
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
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
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
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
clean,all_logistic,5,0.9583547559652953,0.7684210526315789,0.04868223482635658,0.7017543859649122,0.8245614035087719,0.9108713301318663,0.014197310417496702,0.8932219984851564,22.174266026373218,18.644399697031265
clean,all_svc,5,0.9583547559652953,0.7614035087719297,0.0384366707021169,0.7192982456140351,0.7894736842105263,0.9091169441669539,0.012595592845599222,0.8937037836314395,21.82338883339076,18.7407567262879
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
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
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
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
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
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
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
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
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
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