10416046 1 Jan van Rijn 9957 Supervised Classification 16360 sklearn.svm.classes.SVC(32) 8253789 C 3.3324392970230416 16360 cache_size 200 16360 class_weight null 16360 coef0 0.0 16360 decision_function_shape "ovr" 16360 degree 3 16360 gamma 0.0003997163243325434 16360 kernel "rbf" 16360 max_iter -1 16360 probability false 16360 random_state 60783 16360 shrinking false 16360 tol 6.33218855097104e-05 16360 verbose false 16360 openml-python Sklearn_0.21.2. 1494 qsar-biodeg https://www.openml.org/data/download/1592286/phpGUrE90 -1 21753901 description https://api.openml.org/data/download/21753901/description.xml -1 21753902 predictions https://api.openml.org/data/download/21753902/predictions.arff area_under_roc_curve 0.8081006574400026 [0.808101,0.808101] average_cost 0 f_measure 0.8367351844089332 [0.881285,0.749263] kappa 0.6309868196351636 kb_relative_information_score 0.6225485391438051 mean_absolute_error 0.16113744075829384 mean_prior_absolute_error 0.4472489877907172 number_of_instances 1055 [699,356] precision 0.8365413433647342 [0.860846,0.78882] predictive_accuracy 0.8388625592417062 prior_entropy 0.9223489114631099 recall 0.8388625592417062 [0.902718,0.713483] relative_absolute_error 0.36028575839660804 root_mean_prior_squared_error 0.4728367451299802 root_mean_squared_error 0.40141928299260093 root_relative_squared_error 0.8489595766975618 total_cost 0 area_under_roc_curve 0.7829365079365079 [0.782937,0.782937] area_under_roc_curve 0.8738095238095237 [0.87381,0.87381] area_under_roc_curve 0.811904761904762 [0.811905,0.811905] area_under_roc_curve 0.7623015873015873 [0.762302,0.762302] area_under_roc_curve 0.6793650793650794 [0.679365,0.679365] area_under_roc_curve 0.8 [0.8,0.8] area_under_roc_curve 0.8571428571428571 [0.857143,0.857143] area_under_roc_curve 0.85 [0.85,0.85] area_under_roc_curve 0.8285714285714287 [0.828571,0.828571] area_under_roc_curve 0.8381642512077294 [0.838164,0.838164] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 f_measure 0.8099540640066816 [0.859155,0.714286] f_measure 0.8867924528301887 [0.914286,0.833333] f_measure 0.8526565241773548 [0.899329,0.761905] f_measure 0.7979102535468398 [0.855172,0.686567] f_measure 0.7362630862956172 [0.831169,0.551724] f_measure 0.8272576636288319 [0.873239,0.735294] f_measure 0.8675523349436391 [0.898551,0.805556] f_measure 0.8585141485851415 [0.890511,0.794521] f_measure 0.863156392694064 [0.90411,0.78125] f_measure 0.8566506955401473 [0.892086,0.788732] kappa 0.5736122284794851 kappa 0.7476190476190477 kappa 0.6641318124207859 kappa 0.5429158110882958 kappa 0.39614373356704663 kappa 0.6086956521739132 kappa 0.7042253521126761 kappa 0.6853146853146852 kappa 0.6865671641791046 kappa 0.6808510638297871 kb_relative_information_score 0.5590473877501776 kb_relative_information_score 0.7354284326501066 kb_relative_information_score 0.6692855408126335 kb_relative_information_score 0.5369997571376863 kb_relative_information_score 0.4267616040752309 kb_relative_information_score 0.5966977106306368 kb_relative_information_score 0.6863204416016067 kb_relative_information_score 0.6639147588588642 kb_relative_information_score 0.6863204416016067 kb_relative_information_score 0.6672667769285371 mean_absolute_error 0.18867924528301888 mean_absolute_error 0.11320754716981132 mean_absolute_error 0.14150943396226415 mean_absolute_error 0.19811320754716982 mean_absolute_error 0.24528301886792453 mean_absolute_error 0.17142857142857143 mean_absolute_error 0.13333333333333333 mean_absolute_error 0.14285714285714285 mean_absolute_error 0.13333333333333333 mean_absolute_error 0.14285714285714285 mean_prior_absolute_error 0.44795701611895594 mean_prior_absolute_error 0.44795701611895594 mean_prior_absolute_error 0.44795701611895594 mean_prior_absolute_error 0.44795701611895594 mean_prior_absolute_error 0.44795701611895594 mean_prior_absolute_error 0.4459161147902875 mean_prior_absolute_error 0.4459161147902875 mean_prior_absolute_error 0.4459161147902875 mean_prior_absolute_error 0.4459161147902875 mean_prior_absolute_error 0.4490066225165568 number_of_instances 106 [70,36] number_of_instances 106 [70,36] number_of_instances 106 [70,36] number_of_instances 106 [70,36] number_of_instances 106 [70,36] number_of_instances 105 [70,35] number_of_instances 105 [70,35] number_of_instances 105 [70,35] number_of_instances 105 [70,35] number_of_instances 105 [69,36] precision 0.8092089036872611 [0.847222,0.735294] precision 0.8867924528301887 [0.914286,0.833333] precision 0.8619536661093862 [0.848101,0.888889] precision 0.7978900385473727 [0.826667,0.741935] precision 0.7501429388221841 [0.761905,0.727273] precision 0.8265993265993267 [0.861111,0.757576] precision 0.8691043985161632 [0.911765,0.783784] precision 0.8613511390416339 [0.910448,0.763158] precision 0.8663036902601331 [0.868421,0.862069] precision 0.8563265306122448 [0.885714,0.8] predictive_accuracy 0.8113207547169812 predictive_accuracy 0.8867924528301887 predictive_accuracy 0.8584905660377359 predictive_accuracy 0.8018867924528301 predictive_accuracy 0.7547169811320755 predictive_accuracy 0.8285714285714286 predictive_accuracy 0.8666666666666667 predictive_accuracy 0.8571428571428571 predictive_accuracy 0.8666666666666667 predictive_accuracy 0.8571428571428571 prior_entropy 0.9244684601250366 prior_entropy 0.9244684601250366 prior_entropy 0.9244684601250366 prior_entropy 0.9244684601250366 prior_entropy 0.9244684601250366 prior_entropy 0.9183588321514313 prior_entropy 0.9183588321514313 prior_entropy 0.9183588321514313 prior_entropy 0.9183588321514313 prior_entropy 0.9276105545114621 recall 0.8113207547169812 [0.871429,0.694444] recall 0.8867924528301887 [0.914286,0.833333] recall 0.8584905660377359 [0.957143,0.666667] recall 0.8018867924528302 [0.885714,0.638889] recall 0.7547169811320755 [0.914286,0.444444] recall 0.8285714285714286 [0.885714,0.714286] recall 0.8666666666666667 [0.885714,0.828571] recall 0.8571428571428571 [0.871429,0.828571] recall 0.8666666666666667 [0.942857,0.714286] recall 0.8571428571428571 [0.898551,0.777778] relative_absolute_error 0.4211994421199437 relative_absolute_error 0.25271966527196627 relative_absolute_error 0.3158995815899578 relative_absolute_error 0.4422594142259409 relative_absolute_error 0.5475592747559268 relative_absolute_error 0.384441301272984 relative_absolute_error 0.29900990099009866 relative_absolute_error 0.32036775106082 relative_absolute_error 0.29900990099009866 relative_absolute_error 0.31816266329540627 root_mean_prior_squared_error 0.4735848560430875 root_mean_prior_squared_error 0.4735848560430875 root_mean_prior_squared_error 0.4735848560430875 root_mean_prior_squared_error 0.4735848560430875 root_mean_prior_squared_error 0.4735848560430875 root_mean_prior_squared_error 0.47142519506776837 root_mean_prior_squared_error 0.47142519506776837 root_mean_prior_squared_error 0.47142519506776837 root_mean_prior_squared_error 0.47142519506776837 root_mean_prior_squared_error 0.4746917128736847 root_mean_squared_error 0.4343722427630694 root_mean_squared_error 0.33646329245522655 root_mean_squared_error 0.3761773969316394 root_mean_squared_error 0.4450990985692622 root_mean_squared_error 0.4952605565436486 root_mean_squared_error 0.4140393356054125 root_mean_squared_error 0.3651483716701107 root_mean_squared_error 0.3779644730092272 root_mean_squared_error 0.3651483716701107 root_mean_squared_error 0.3779644730092272 root_relative_squared_error 0.9172004493394307 root_relative_squared_error 0.7104604130851149 root_relative_squared_error 0.794318889490449 root_relative_squared_error 0.9398507846897165 root_relative_squared_error 1.0457694122267056 root_relative_squared_error 0.8782715475058422 root_relative_squared_error 0.7745626994281031 root_relative_squared_error 0.8017485636398667 root_relative_squared_error 0.7745626994281031 root_relative_squared_error 0.7962314545604958 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 usercpu_time_millis 59.30857699968328 usercpu_time_millis 59.29205499978707 usercpu_time_millis 58.84708099983982 usercpu_time_millis 58.17691999982344 usercpu_time_millis 56.786120999277045 usercpu_time_millis 58.73615500058804 usercpu_time_millis 58.916004000820976 usercpu_time_millis 58.599975999641174 usercpu_time_millis 60.179922000315855 usercpu_time_millis 59.58502399971621 usercpu_time_millis_testing 5.235794999862264 usercpu_time_millis_testing 5.468225000186067 usercpu_time_millis_testing 5.227282999840099 usercpu_time_millis_testing 5.240976000095543 usercpu_time_millis_testing 5.167477999748371 usercpu_time_millis_testing 5.203061000429443 usercpu_time_millis_testing 5.240408000645402 usercpu_time_millis_testing 5.17935799962288 usercpu_time_millis_testing 5.330320999746618 usercpu_time_millis_testing 5.280254999888712 usercpu_time_millis_training 54.07278199982102 usercpu_time_millis_training 53.823829999601 usercpu_time_millis_training 53.61979799999972 usercpu_time_millis_training 52.9359439997279 usercpu_time_millis_training 51.618642999528674 usercpu_time_millis_training 53.5330940001586 usercpu_time_millis_training 53.675596000175574 usercpu_time_millis_training 53.420618000018294 usercpu_time_millis_training 54.84960100056924 usercpu_time_millis_training 54.3047689998275 wall_clock_time_millis 59.53812599182129 wall_clock_time_millis 59.36574935913086 wall_clock_time_millis 58.86697769165039 wall_clock_time_millis 58.1974983215332 wall_clock_time_millis 56.80537223815918 wall_clock_time_millis 58.754682540893555 wall_clock_time_millis 58.936119079589844 wall_clock_time_millis 58.62069129943848 wall_clock_time_millis 60.20045280456543 wall_clock_time_millis 59.606313705444336 wall_clock_time_millis_testing 5.244731903076172 wall_clock_time_millis_testing 5.535364151000977 wall_clock_time_millis_testing 5.237340927124023 wall_clock_time_millis_testing 5.25212287902832 wall_clock_time_millis_testing 5.177974700927734 wall_clock_time_millis_testing 5.213022232055664 wall_clock_time_millis_testing 5.2509307861328125 wall_clock_time_millis_testing 5.190134048461914 wall_clock_time_millis_testing 5.341053009033203 wall_clock_time_millis_testing 5.291461944580078 wall_clock_time_millis_training 54.29339408874512 wall_clock_time_millis_training 53.83038520812988 wall_clock_time_millis_training 53.62963676452637 wall_clock_time_millis_training 52.94537544250488 wall_clock_time_millis_training 51.627397537231445 wall_clock_time_millis_training 53.54166030883789 wall_clock_time_millis_training 53.68518829345703 wall_clock_time_millis_training 53.43055725097656 wall_clock_time_millis_training 54.85939979553223 wall_clock_time_millis_training 54.31485176086426