92 lines
12 KiB
Plaintext
92 lines
12 KiB
Plaintext
cv_seed,scenario,candidate_id,feature_set,estimator,include_fault_type,per_fault,macro_f1_oof,severity_accuracy_submission_oof,raw_score_oof,ml_points_oof
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7,clean,raw_extra_trees,raw,extra_trees,False,False,0.9599392055532406,0.6842105263157895,0.8910070357438779,18.20140714877556
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7,clean,deviation_extra_trees,deviation,extra_trees,False,False,0.9599392055532406,0.9298245614035088,0.9524105445158078,30.482108903161542
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7,clean,all_extra_trees,all,extra_trees,True,False,0.9599392055532406,0.8947368421052632,0.9436386146912463,28.727722938249254
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7,clean,all_extra_trees_leaf2,all,extra_trees_leaf2,True,False,0.9599392055532406,0.8771929824561403,0.9392526497789656,27.85052995579311
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7,clean,all_logistic,all,logistic,True,False,0.9599392055532406,0.7894736842105263,0.917322825217562,23.464565043512398
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7,clean,all_svc,all,svc,True,False,0.9599392055532406,0.7894736842105263,0.917322825217562,23.464565043512398
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7,clean,all_ordinal_ridge,all,ordinal_ridge,True,False,0.9599392055532406,0.8947368421052632,0.9436386146912463,28.727722938249254
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7,clean,all_ordinal_logistic,all,ordinal_logistic,True,False,0.9599392055532406,0.7543859649122807,0.9085508953930007,21.71017907860013
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7,clean,all_extra_trees_per_fault,all,extra_trees,False,True,0.9599392055532406,0.8771929824561403,0.9392526497789656,27.85052995579311
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7,masked_5pct,raw_extra_trees,raw,extra_trees,False,False,0.9599392055532406,0.6666666666666666,0.8866210708315971,17.32421416631942
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7,masked_5pct,deviation_extra_trees,deviation,extra_trees,False,False,0.9599392055532406,0.9122807017543859,0.9480245796035269,29.604915920705377
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7,masked_5pct,all_extra_trees,all,extra_trees,True,False,0.9599392055532406,0.8947368421052632,0.9436386146912463,28.727722938249254
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7,masked_5pct,all_extra_trees_leaf2,all,extra_trees_leaf2,True,False,0.9599392055532406,0.8771929824561403,0.9392526497789656,27.85052995579311
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7,masked_5pct,all_logistic,all,logistic,True,False,0.9599392055532406,0.7719298245614035,0.9129368603052814,22.587372061056275
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7,masked_5pct,all_svc,all,svc,True,False,0.9599392055532406,0.7894736842105263,0.917322825217562,23.464565043512398
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7,masked_5pct,all_ordinal_ridge,all,ordinal_ridge,True,False,0.9599392055532406,0.8596491228070176,0.9348666848666849,26.97333697333697
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7,masked_5pct,all_ordinal_logistic,all,ordinal_logistic,True,False,0.9599392055532406,0.8070175438596491,0.9217087901298427,24.341758025968538
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7,masked_5pct,all_extra_trees_per_fault,all,extra_trees,False,True,0.9599392055532406,0.8596491228070176,0.9348666848666849,26.97333697333697
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21,clean,raw_extra_trees,raw,extra_trees,False,False,0.9570445359919044,0.6842105263157895,0.8888360335728757,17.76720671457512
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21,clean,deviation_extra_trees,deviation,extra_trees,False,False,0.9570445359919044,0.9298245614035088,0.9502395423448056,30.047908468961104
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21,clean,all_extra_trees,all,extra_trees,True,False,0.9570445359919044,0.9122807017543859,0.9458535774325247,29.17071548650494
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21,clean,all_extra_trees_leaf2,all,extra_trees_leaf2,True,False,0.9570445359919044,0.9298245614035088,0.9502395423448056,30.047908468961104
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21,clean,all_logistic,all,logistic,True,False,0.9570445359919044,0.8245614035087719,0.9239237528711213,24.784750574224244
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21,clean,all_svc,all,svc,True,False,0.9570445359919044,0.7894736842105263,0.9151518230465598,23.03036460931196
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21,clean,all_ordinal_ridge,all,ordinal_ridge,True,False,0.9570445359919044,0.9122807017543859,0.9458535774325247,29.17071548650494
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21,clean,all_ordinal_logistic,all,ordinal_logistic,True,False,0.9570445359919044,0.8421052631578947,0.928309717783402,25.661943556680388
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21,clean,all_extra_trees_per_fault,all,extra_trees,False,True,0.9570445359919044,0.8771929824561403,0.9370816476079634,27.416329521592672
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21,masked_5pct,raw_extra_trees,raw,extra_trees,False,False,0.9570445359919044,0.6666666666666666,0.884450068660595,16.89001373211898
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21,masked_5pct,deviation_extra_trees,deviation,extra_trees,False,False,0.9570445359919044,0.9122807017543859,0.9458535774325247,29.17071548650494
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21,masked_5pct,all_extra_trees,all,extra_trees,True,False,0.9570445359919044,0.9122807017543859,0.9458535774325247,29.17071548650494
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21,masked_5pct,all_extra_trees_leaf2,all,extra_trees_leaf2,True,False,0.9570445359919044,0.9473684210526315,0.9546255072570862,30.925101451417223
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21,masked_5pct,all_logistic,all,logistic,True,False,0.9570445359919044,0.8421052631578947,0.928309717783402,25.661943556680388
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21,masked_5pct,all_svc,all,svc,True,False,0.9570445359919044,0.7719298245614035,0.9107658581342792,22.153171626855837
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21,masked_5pct,all_ordinal_ridge,all,ordinal_ridge,True,False,0.9570445359919044,0.8771929824561403,0.9370816476079634,27.416329521592672
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21,masked_5pct,all_ordinal_logistic,all,ordinal_logistic,True,False,0.9570445359919044,0.8421052631578947,0.928309717783402,25.661943556680388
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21,masked_5pct,all_extra_trees_per_fault,all,extra_trees,False,True,0.9570445359919044,0.8596491228070176,0.9326956826956827,26.539136539136532
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42,clean,raw_extra_trees,raw,extra_trees,False,False,0.9570445359919044,0.6491228070175439,0.8800641037483143,16.012820749662858
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42,clean,deviation_extra_trees,deviation,extra_trees,False,False,0.9570445359919044,0.9122807017543859,0.9458535774325247,29.17071548650494
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42,clean,all_extra_trees,all,extra_trees,True,False,0.9570445359919044,0.9122807017543859,0.9458535774325247,29.17071548650494
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42,clean,all_extra_trees_leaf2,all,extra_trees_leaf2,True,False,0.9570445359919044,0.9122807017543859,0.9458535774325247,29.17071548650494
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42,clean,all_logistic,all,logistic,True,False,0.9570445359919044,0.7017543859649122,0.8932219984851564,18.644399697031265
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42,clean,all_svc,all,svc,True,False,0.9570445359919044,0.7192982456140351,0.8976079633974371,19.52159267948741
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42,clean,all_ordinal_ridge,all,ordinal_ridge,True,False,0.9570445359919044,0.9122807017543859,0.9458535774325247,29.17071548650494
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42,clean,all_ordinal_logistic,all,ordinal_logistic,True,False,0.9570445359919044,0.8070175438596491,0.9195377879588406,23.9075575917681
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42,clean,all_extra_trees_per_fault,all,extra_trees,False,True,0.9570445359919044,0.8771929824561403,0.9370816476079634,27.416329521592672
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42,masked_5pct,raw_extra_trees,raw,extra_trees,False,False,0.9465340254813938,0.631578947368421,0.8677952559531505,13.5590511906301
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42,masked_5pct,deviation_extra_trees,deviation,extra_trees,False,False,0.9465340254813938,0.8771929824561403,0.9291987647250805,25.83975294501608
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42,masked_5pct,all_extra_trees,all,extra_trees,True,False,0.9465340254813938,0.8947368421052632,0.9335847296373612,26.716945927472224
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42,masked_5pct,all_extra_trees_leaf2,all,extra_trees_leaf2,True,False,0.9465340254813938,0.9122807017543859,0.9379706945496418,27.594138909928343
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42,masked_5pct,all_logistic,all,logistic,True,False,0.9465340254813938,0.6666666666666666,0.876567185777712,15.313437155542386
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42,masked_5pct,all_svc,all,svc,True,False,0.9465340254813938,0.7192982456140351,0.8897250805145541,17.945016102910813
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42,masked_5pct,all_ordinal_ridge,all,ordinal_ridge,True,False,0.9465340254813938,0.8771929824561403,0.9291987647250805,25.83975294501608
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42,masked_5pct,all_ordinal_logistic,all,ordinal_logistic,True,False,0.9465340254813938,0.7719298245614035,0.9028829752513963,20.576595050279245
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42,masked_5pct,all_extra_trees_per_fault,all,extra_trees,False,True,0.9465340254813938,0.8596491228070176,0.9248127998127997,24.962559962559936
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77,clean,raw_extra_trees,raw,extra_trees,False,False,0.9659065393188523,0.6491228070175439,0.8867106062435253,17.342121248705045
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77,clean,deviation_extra_trees,deviation,extra_trees,False,False,0.9659065393188523,0.9122807017543859,0.9525000799277357,30.500015985547122
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77,clean,all_extra_trees,all,extra_trees,True,False,0.9659065393188523,0.9298245614035088,0.9568860448400165,31.377208968003288
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77,clean,all_extra_trees_leaf2,all,extra_trees_leaf2,True,False,0.9659065393188523,0.9122807017543859,0.9525000799277357,30.500015985547122
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77,clean,all_logistic,all,logistic,True,False,0.9659065393188523,0.7894736842105263,0.9217983255417708,24.359665108354143
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77,clean,all_svc,all,svc,True,False,0.9659065393188523,0.7894736842105263,0.9217983255417708,24.359665108354143
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77,clean,all_ordinal_ridge,all,ordinal_ridge,True,False,0.9659065393188523,0.9298245614035088,0.9568860448400165,31.377208968003288
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77,clean,all_ordinal_logistic,all,ordinal_logistic,True,False,0.9659065393188523,0.8596491228070176,0.9393421851908936,27.868437038178715
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77,clean,all_extra_trees_per_fault,all,extra_trees,False,True,0.9659065393188523,0.8596491228070176,0.9393421851908936,27.868437038178715
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77,masked_5pct,raw_extra_trees,raw,extra_trees,False,False,0.9553955251178013,0.631578947368421,0.8744413806804563,14.88827613609125
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77,masked_5pct,deviation_extra_trees,deviation,extra_trees,False,False,0.9553955251178013,0.9122807017543859,0.9446168192769475,28.923363855389493
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77,masked_5pct,all_extra_trees,all,extra_trees,True,False,0.9553955251178013,0.9122807017543859,0.9446168192769475,28.923363855389493
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77,masked_5pct,all_extra_trees_leaf2,all,extra_trees_leaf2,True,False,0.9553955251178013,0.8947368421052632,0.9402308543646668,28.04617087293335
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77,masked_5pct,all_logistic,all,logistic,True,False,0.9553955251178013,0.7368421052631579,0.9007571701541405,20.151434030828085
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77,masked_5pct,all_svc,all,svc,True,False,0.9553955251178013,0.7719298245614035,0.9095290999787018,21.905819995740348
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77,masked_5pct,all_ordinal_ridge,all,ordinal_ridge,True,False,0.9553955251178013,0.8771929824561403,0.9358448894523861,27.16897789047721
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77,masked_5pct,all_ordinal_logistic,all,ordinal_logistic,True,False,0.9553955251178013,0.8421052631578947,0.9270729596278247,25.41459192556492
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77,masked_5pct,all_extra_trees_per_fault,all,extra_trees,False,True,0.9553955251178013,0.8421052631578947,0.9270729596278247,25.41459192556492
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123,clean,raw_extra_trees,raw,extra_trees,False,False,0.9518389629705744,0.631578947368421,0.871773959070036,14.354791814007184
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123,clean,deviation_extra_trees,deviation,extra_trees,False,False,0.9518389629705744,0.9473684210526315,0.9507213274910886,30.144265498217713
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123,clean,all_extra_trees,all,extra_trees,True,False,0.9518389629705744,0.9298245614035088,0.946335362578808,29.267072515761594
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123,clean,all_extra_trees_leaf2,all,extra_trees_leaf2,True,False,0.9518389629705744,0.8947368421052632,0.9375634327542466,27.512686550849306
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123,clean,all_logistic,all,logistic,True,False,0.9518389629705744,0.7368421052631579,0.8980897485437203,19.617949708744042
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123,clean,all_svc,all,svc,True,False,0.9518389629705744,0.7192982456140351,0.8937037836314395,18.7407567262879
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123,clean,all_ordinal_ridge,all,ordinal_ridge,True,False,0.9518389629705744,0.8421052631578947,0.9244055380174044,24.881107603480878
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123,clean,all_ordinal_logistic,all,ordinal_logistic,True,False,0.9518389629705744,0.8070175438596491,0.915633608192843,23.12672163856859
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123,clean,all_extra_trees_per_fault,all,extra_trees,False,True,0.9518389629705744,0.8947368421052632,0.9375634327542466,27.512686550849306
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123,masked_5pct,raw_extra_trees,raw,extra_trees,False,False,0.9518389629705744,0.6491228070175439,0.8761599239823168,15.23198479646335
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123,masked_5pct,deviation_extra_trees,deviation,extra_trees,False,False,0.9518389629705744,0.9473684210526315,0.9507213274910886,30.144265498217713
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123,masked_5pct,all_extra_trees,all,extra_trees,True,False,0.9518389629705744,0.8947368421052632,0.9375634327542466,27.512686550849306
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123,masked_5pct,all_extra_trees_leaf2,all,extra_trees_leaf2,True,False,0.9518389629705744,0.8771929824561403,0.9331774678419659,26.635493568393162
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123,masked_5pct,all_logistic,all,logistic,True,False,0.9518389629705744,0.7192982456140351,0.8937037836314395,18.7407567262879
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123,masked_5pct,all_svc,all,svc,True,False,0.9518389629705744,0.7192982456140351,0.8937037836314395,18.7407567262879
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123,masked_5pct,all_ordinal_ridge,all,ordinal_ridge,True,False,0.9518389629705744,0.8245614035087719,0.9200195731051237,24.003914621024734
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123,masked_5pct,all_ordinal_logistic,all,ordinal_logistic,True,False,0.9518389629705744,0.7894736842105263,0.9112476432805623,22.24952865611245
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123,masked_5pct,all_extra_trees_per_fault,all,extra_trees,False,True,0.9518389629705744,0.8771929824561403,0.9331774678419659,26.635493568393162
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