10416175 1 Jan van Rijn 3913 Supervised Classification 16360 sklearn.svm.classes.SVC(32) 8253918 C 123.37837491865163 16360 cache_size 200 16360 class_weight null 16360 coef0 0.0 16360 decision_function_shape "ovr" 16360 degree 3 16360 gamma 0.0005536818771968 16360 kernel "rbf" 16360 max_iter -1 16360 probability false 16360 random_state 14015 16360 shrinking true 16360 tol 0.06297302366537236 16360 verbose false 16360 openml-python Sklearn_0.21.2. 1063 kc2 https://www.openml.org/data/download/53946/kc2.arff -1 21754160 description https://api.openml.org/data/download/21754160/description.xml -1 21754161 predictions https://api.openml.org/data/download/21754161/predictions.arff area_under_roc_curve 0.503028938182637 [0.503029,0.503029] average_cost 0 f_measure 0.7080021817048465 [0.873913,0.064516] kappa 0.008806678670813646 kb_relative_information_score 0.20695541916286878 mean_absolute_error 0.2222222222222222 mean_prior_absolute_error 0.3265917931619429 number_of_instances 522 [415,107] precision 0.6810975215168577 [0.79604,0.235294] predictive_accuracy 0.7777777777777777 prior_entropy 0.7317842165565153 recall 0.7777777777777778 [0.968675,0.037383] relative_absolute_error 0.6804280660905393 root_mean_prior_squared_error 0.40368919342550386 root_mean_squared_error 0.4714045207910317 root_relative_squared_error 1.167741243680391 total_cost 0 area_under_roc_curve 0.5335497835497836 [0.53355,0.53355] area_under_roc_curve 0.5335497835497836 [0.53355,0.53355] area_under_roc_curve 0.4642857142857143 [0.464286,0.464286] area_under_roc_curve 0.4642857142857143 [0.464286,0.464286] area_under_roc_curve 0.4761904761904762 [0.47619,0.47619] area_under_roc_curve 0.508869179600887 [0.508869,0.508869] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5454545454545454 [0.545455,0.545455] 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 0.7306521840910155 [0.88172,0.153846] f_measure 0.7306521840910155 [0.88172,0.153846] f_measure 0.6923076923076923 [0.857143,0] f_measure 0.6923076923076923 [0.857143,0] f_measure 0.7023411371237458 [0.869565,0] f_measure 0.701498127340824 [0.853933,0.133333] f_measure 0.7380156075808251 [0.891304,0.166667] kappa 0.09612403100775227 kappa 0.09612403100775227 kappa -0.09740259740259714 kappa -0.09740259740259714 kappa -0.06849315068493135 kappa 0.02312138728323711 kappa 0 kappa 0 kappa 0 kappa 0.1362126245847179 kb_relative_information_score 0.2643456166276612 kb_relative_information_score 0.2643456166276612 kb_relative_information_score 0.07671630765766549 kb_relative_information_score 0.07671630765766545 kb_relative_information_score 0.1477381301455374 kb_relative_information_score 0.12311281342054467 kb_relative_information_score 0.2580185344327686 kb_relative_information_score 0.2580185344327686 kb_relative_information_score 0.2580185344327686 kb_relative_information_score 0.3254713949388806 mean_absolute_error 0.20754716981132076 mean_absolute_error 0.20754716981132076 mean_absolute_error 0.25 mean_absolute_error 0.25 mean_absolute_error 0.23076923076923078 mean_absolute_error 0.25 mean_absolute_error 0.21153846153846154 mean_absolute_error 0.21153846153846154 mean_absolute_error 0.21153846153846154 mean_absolute_error 0.19230769230769232 mean_prior_absolute_error 0.32810024485092887 mean_prior_absolute_error 0.32810024485092887 mean_prior_absolute_error 0.3191426893716969 mean_prior_absolute_error 0.3191426893716969 mean_prior_absolute_error 0.3191426893716969 mean_prior_absolute_error 0.3304462712859658 mean_prior_absolute_error 0.3304462712859658 mean_prior_absolute_error 0.3304462712859658 mean_prior_absolute_error 0.3304462712859658 mean_prior_absolute_error 0.3304462712859658 number_of_instances 53 [42,11] number_of_instances 53 [42,11] number_of_instances 52 [42,10] number_of_instances 52 [42,10] number_of_instances 52 [42,10] number_of_instances 52 [41,11] number_of_instances 52 [41,11] number_of_instances 52 [41,11] number_of_instances 52 [41,11] number_of_instances 52 [41,11] precision 0.7408435072142064 [0.803922,0.5] precision 0.7408435072142064 [0.803922,0.5] precision 0.6428571428571429 [0.795918,0] precision 0.6428571428571429 [0.795918,0] precision 0.6461538461538462 [0.8,0] precision 0.6770833333333333 [0.791667,0.25] precision 0.8453996983408748 [0.803922,1] predictive_accuracy 0.7924528301886792 predictive_accuracy 0.7924528301886792 predictive_accuracy 0.75 predictive_accuracy 0.75 predictive_accuracy 0.7692307692307692 predictive_accuracy 0.75 predictive_accuracy 0.7884615384615384 predictive_accuracy 0.7884615384615384 predictive_accuracy 0.7884615384615384 predictive_accuracy 0.8076923076923077 prior_entropy 0.7367771395426569 prior_entropy 0.7367771395426569 prior_entropy 0.7071279403151315 prior_entropy 0.7071279403151315 prior_entropy 0.7071279403151315 prior_entropy 0.7445424060070089 prior_entropy 0.7445424060070089 prior_entropy 0.7445424060070089 prior_entropy 0.7445424060070089 prior_entropy 0.7445424060070089 recall 0.7924528301886793 [0.97619,0.090909] recall 0.7924528301886793 [0.97619,0.090909] recall 0.75 [0.928571,0] recall 0.75 [0.928571,0] recall 0.7692307692307693 [0.952381,0] recall 0.75 [0.926829,0.090909] recall 0.7884615384615384 [1,0] recall 0.7884615384615384 [1,0] recall 0.7884615384615384 [1,0] recall 0.8076923076923077 [1,0.090909] relative_absolute_error 0.6325724319578581 relative_absolute_error 0.6325724319578581 relative_absolute_error 0.7833486660533582 relative_absolute_error 0.7833486660533582 relative_absolute_error 0.723091076356946 relative_absolute_error 0.7565526432696582 relative_absolute_error 0.64015992892048 relative_absolute_error 0.64015992892048 relative_absolute_error 0.64015992892048 relative_absolute_error 0.5819635717458911 root_mean_prior_squared_error 0.4055532228666397 root_mean_prior_squared_error 0.4055532228666397 root_mean_prior_squared_error 0.39435499375345345 root_mean_prior_squared_error 0.39435499375345345 root_mean_prior_squared_error 0.39435499375345345 root_mean_prior_squared_error 0.4084353596501597 root_mean_prior_squared_error 0.4084353596501597 root_mean_prior_squared_error 0.4084353596501597 root_mean_prior_squared_error 0.4084353596501597 root_mean_prior_squared_error 0.4084353596501597 root_mean_squared_error 0.45557345160942025 root_mean_squared_error 0.45557345160942025 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.4803844614152614 root_mean_squared_error 0.5 root_mean_squared_error 0.45993310550389993 root_mean_squared_error 0.45993310550389993 root_mean_squared_error 0.45993310550389993 root_mean_squared_error 0.4385290096535146 root_relative_squared_error 1.123338259746068 root_relative_squared_error 1.123338259746068 root_relative_squared_error 1.267893162049305 root_relative_squared_error 1.267893162049305 root_relative_squared_error 1.2181523475662963 root_relative_squared_error 1.2241839208737189 root_relative_squared_error 1.12608542487078 root_relative_squared_error 1.12608542487078 root_relative_squared_error 1.12608542487078 root_relative_squared_error 1.0736803249090168 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 12.541688999590406 usercpu_time_millis 12.875771000835812 usercpu_time_millis 12.935191999531526 usercpu_time_millis 10.441469000397774 usercpu_time_millis 12.795544999789854 usercpu_time_millis 12.521120000201336 usercpu_time_millis 10.24257800054329 usercpu_time_millis 12.154899000051955 usercpu_time_millis 10.524332000386494 usercpu_time_millis 10.347364000153902 usercpu_time_millis_testing 0.9737399996083695 usercpu_time_millis_testing 0.9738320004544221 usercpu_time_millis_testing 0.9498429999439395 usercpu_time_millis_testing 0.9535400004097028 usercpu_time_millis_testing 0.945382999816502 usercpu_time_millis_testing 0.8877549998942413 usercpu_time_millis_testing 0.9643080002206261 usercpu_time_millis_testing 0.8727670001462684 usercpu_time_millis_testing 0.9503970004516304 usercpu_time_millis_testing 0.8849280002323212 usercpu_time_millis_training 11.567948999982036 usercpu_time_millis_training 11.90193900038139 usercpu_time_millis_training 11.985348999587586 usercpu_time_millis_training 9.487928999988071 usercpu_time_millis_training 11.850161999973352 usercpu_time_millis_training 11.633365000307094 usercpu_time_millis_training 9.278270000322664 usercpu_time_millis_training 11.282131999905687 usercpu_time_millis_training 9.573934999934863 usercpu_time_millis_training 9.462435999921581 wall_clock_time_millis 12.545585632324219 wall_clock_time_millis 12.87984848022461 wall_clock_time_millis 12.939214706420898 wall_clock_time_millis 10.445833206176758 wall_clock_time_millis 12.800216674804688 wall_clock_time_millis 12.525558471679688 wall_clock_time_millis 10.246992111206055 wall_clock_time_millis 12.159347534179688 wall_clock_time_millis 10.528326034545898 wall_clock_time_millis 10.35165786743164 wall_clock_time_millis_testing 0.9760856628417969 wall_clock_time_millis_testing 0.9760856628417969 wall_clock_time_millis_testing 0.9520053863525391 wall_clock_time_millis_testing 0.9558200836181641 wall_clock_time_millis_testing 0.9477138519287109 wall_clock_time_millis_testing 0.8904933929443359 wall_clock_time_millis_testing 0.9665489196777344 wall_clock_time_millis_testing 0.8749961853027344 wall_clock_time_millis_testing 0.9524822235107422 wall_clock_time_millis_testing 0.8873939514160156 wall_clock_time_millis_training 11.569499969482422 wall_clock_time_millis_training 11.903762817382812 wall_clock_time_millis_training 11.98720932006836 wall_clock_time_millis_training 9.490013122558594 wall_clock_time_millis_training 11.852502822875977 wall_clock_time_millis_training 11.635065078735352 wall_clock_time_millis_training 9.28044319152832 wall_clock_time_millis_training 11.284351348876953 wall_clock_time_millis_training 9.575843811035156 wall_clock_time_millis_training 9.464263916015625