8700325 1 Jan van Rijn 14967 Supervised Classification 7707 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,scaling=sklearn.preprocessing.data.StandardScaler,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1) 6677744 axis 0 7660 categorical_features [0, 1] 7660 copy true 7660 fill_empty 0 7660 missing_values "NaN" 7660 strategy "most_frequent" 7660 strategy_nominal "most_frequent" 7660 verbose 0 7660 categorical_features [0, 1] 7661 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 7661 handle_unknown "ignore" 7661 n_values "auto" 7661 sparse true 7661 threshold 0.0 7662 copy true 7663 with_mean false 7663 with_std true 7663 C 2.4333002106290413 7708 cache_size 200 7708 class_weight null 7708 coef0 -0.8701917516553475 7708 decision_function_shape null 7708 degree 5 7708 gamma 0.009410369509612927 7708 kernel "poly" 7708 max_iter -1 7708 probability true 7708 random_state 23966 7708 shrinking true 7708 tol 0.009264569158100967 7708 verbose false 7708 openml-pimp openml-python Sklearn_0.18.1. study_71 23380 cjs https://www.openml.org/data/download/1910442/phpDAC5gS -1 18317571 description https://api.openml.org/data/download/18317571/description.xml -1 18317572 predictions https://api.openml.org/data/download/18317572/predictions.arff area_under_roc_curve 0.997108784274472 [0.999743,0.998442,0.997995,0.988524,0.999936,0.999452] average_cost 0 f_measure 0.9765681851385063 [0.997398,0.989781,0.963016,0.939611,0.996372,0.988971] kappa 0.9715639899411564 kb_relative_information_score 2553.0766298020158 mean_absolute_error 0.03325534680821186 mean_prior_absolute_error 0.27287997162595995 number_of_instances 2796 [576,341,680,511,414,274] precision 0.9776318141143435 [0.996534,0.985465,0.932507,0.984979,0.997579,0.996296] predictive_accuracy 0.976752503576538 prior_entropy 2.5206634795042744 recall 0.9767525035765379 [0.998264,0.994135,0.995588,0.898239,0.995169,0.981752] relative_absolute_error 0.12186803820763872 root_mean_prior_squared_error 0.3693707377543301 root_mean_squared_error 0.10761495926343073 root_relative_squared_error 0.2913467372041958 total_cost 0 area_under_roc_curve 0.9992078496112473 [1,0.999641,1,0.99589,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 0.9943334742081382 [1,1,0.984392,0.9903,0.99949,1] area_under_roc_curve 0.9956331877729258 [1,1,0.985294,0.995633,1,1] area_under_roc_curve 0.9997517475203624 [1,0.99964,1,0.998882,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 0.8285863751113749 [1,0.983673,1,0.076195,0.999799,0.994562] 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 0.9964192560084459 [1,0.985075,1,0.990291,1,1] f_measure 0.996430380510161 [0.991304,1,1,0.990291,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 0.9964134409280039 [1,1,1,0.990291,1,0.981818] f_measure 0.9857142857142858 [1,1,0.970588,0.980769,0.97561,1] f_measure 0.9964326809472441 [1,1,0.992593,0.990291,1,1] f_measure 0.9964064218005909 [1,0.985075,1,0.990291,1,1] f_measure 0.9963993562963007 [1,1,1,0.990291,1,0.981132] f_measure 1 [1,1,1,1,1,1] kappa 0.9956367942904337 kappa 0.9956384254715953 kappa 1 kappa 0.9956363863044867 kappa 0.9825387421658196 kappa 0.9956381536927702 kappa 0.9956201629487764 kappa 0.9956196816026628 kappa 1 kappa 0.756177008024152 kb_relative_information_score 275.9956051985467 kb_relative_information_score 276.1990144026033 kb_relative_information_score 277.59789182672375 kb_relative_information_score 276.0314698536874 kb_relative_information_score 216.03691665028094 kb_relative_information_score 277.10600400810176 kb_relative_information_score 275.129018233654 kb_relative_information_score 275.5380381402229 kb_relative_information_score 277.5634605727105 kb_relative_information_score 125.87921091548857 mean_absolute_error 0.006884013720191985 mean_absolute_error 0.00702660965076018 mean_absolute_error 0.005095870719191871 mean_absolute_error 0.0066178207928601325 mean_absolute_error 0.08991515385142154 mean_absolute_error 0.0050363410413660666 mean_absolute_error 0.006275197518927597 mean_absolute_error 0.005793332850491096 mean_absolute_error 0.0028443572268155213 mean_absolute_error 0.197347768097453 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272804289453111 mean_prior_absolute_error 0.27287651677373237 mean_prior_absolute_error 0.2728747259382053 mean_prior_absolute_error 0.2728747259382053 mean_prior_absolute_error 0.2728747259382053 mean_prior_absolute_error 0.2728747259382053 number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,52,41,27] number_of_instances 280 [58,35,68,51,41,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] precision 0.9964972527472528 [1,1,1,0.980769,1,1] precision 0.9964972527472528 [1,1,1,0.980769,1,1] precision 1 [1,1,1,1,1,1] precision 0.9964972527472528 [1,1,1,0.980769,1,1] precision 0.9857142857142858 [1,1,0.970588,0.980769,0.97561,1] precision 0.9964972527472528 [1,1,1,0.980769,1,1] precision 0.9964846980976013 [1,1,1,0.980769,1,1] precision 0.9964846980976013 [1,1,1,0.980769,1,1] precision 1 [1,1,1,1,1,1] predictive_accuracy 0.9964285714285714 predictive_accuracy 0.9964285714285714 predictive_accuracy 1 predictive_accuracy 0.9964285714285714 predictive_accuracy 0.9857142857142857 predictive_accuracy 0.9964285714285714 predictive_accuracy 0.996415770609319 predictive_accuracy 0.996415770609319 predictive_accuracy 1 predictive_accuracy 0.8028673835125448 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 recall 0.9964285714285714 [1,0.970588,1,1,1,1] recall 0.9964285714285714 [0.982759,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 0.9964285714285714 [1,1,1,1,1,0.964286] recall 0.9857142857142858 [1,1,0.970588,0.980769,0.97561,1] recall 0.9964285714285714 [1,1,0.985294,1,1,1] recall 0.996415770609319 [1,0.970588,1,1,1,1] recall 0.996415770609319 [1,1,1,1,1,0.962963] recall 1 [1,1,1,1,1,1] recall 0.8028673835125448 [1,1,1,0,0.97619,0.888889] relative_absolute_error 0.025224946971174535 relative_absolute_error 0.02574745824629554 relative_absolute_error 0.018672692107881375 relative_absolute_error 0.024249541815262034 relative_absolute_error 0.3295958213548396 relative_absolute_error 0.018456483910420814 relative_absolute_error 0.022996624173792727 relative_absolute_error 0.021230741801287395 relative_absolute_error 0.010423674149505695 relative_absolute_error 0.723217466985726 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36926827610333357 root_mean_prior_squared_error 0.36936606105183667 root_mean_prior_squared_error 0.3693636368423697 root_mean_prior_squared_error 0.3693636368423697 root_mean_prior_squared_error 0.3693636368423697 root_mean_prior_squared_error 0.3693636368423697 root_mean_squared_error 0.03662062806314876 root_mean_squared_error 0.028966567215753046 root_mean_squared_error 0.008242825249553231 root_mean_squared_error 0.03438939996605634 root_mean_squared_error 0.1737582458960407 root_mean_squared_error 0.03534963088946987 root_mean_squared_error 0.03700792802174562 root_mean_squared_error 0.029944183469734945 root_mean_squared_error 0.0041554706344484275 root_mean_squared_error 0.2806743970952069 root_relative_squared_error 0.0991341980727516 root_relative_squared_error 0.07841420433593807 root_relative_squared_error 0.022313813666963833 root_relative_squared_error 0.09309413213665607 root_relative_squared_error 0.47054745056793706 root_relative_squared_error 0.09570351642163713 root_relative_squared_error 0.100193750359728 root_relative_squared_error 0.08106965733206156 root_relative_squared_error 0.011250351198544818 root_relative_squared_error 0.7598863805182533 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 1152.3245370003679 usercpu_time_millis 974.0873110004031 usercpu_time_millis 970.9546849999242 usercpu_time_millis 1047.1278740001253 usercpu_time_millis 872.6360190003106 usercpu_time_millis 950.0160299999152 usercpu_time_millis 971.7970250003418 usercpu_time_millis 956.2649989993588 usercpu_time_millis 1098.6691809998774 usercpu_time_millis 999.2680109999128 usercpu_time_millis_testing 30.64717900042524 usercpu_time_millis_testing 29.13135600010719 usercpu_time_millis_testing 30.14146699979392 usercpu_time_millis_testing 30.165264000061143 usercpu_time_millis_testing 22.827237000001332 usercpu_time_millis_testing 29.42227499988803 usercpu_time_millis_testing 31.251711000095383 usercpu_time_millis_testing 29.608280999582348 usercpu_time_millis_testing 42.25712600009501 usercpu_time_millis_testing 29.653703999883874 usercpu_time_millis_training 1121.6773579999426 usercpu_time_millis_training 944.955955000296 usercpu_time_millis_training 940.8132180001303 usercpu_time_millis_training 1016.9626100000642 usercpu_time_millis_training 849.8087820003093 usercpu_time_millis_training 920.5937550000272 usercpu_time_millis_training 940.5453140002464 usercpu_time_millis_training 926.6567179997764 usercpu_time_millis_training 1056.4120549997824 usercpu_time_millis_training 969.6143070000289