6060865 1 Jan van Rijn 3950 Supervised Classification predictive_accuracy 6952 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1) 4095399 axis 0 6947 categorical_features [0] 6947 copy true 6947 fill_empty 0 6947 missing_values "NaN" 6947 strategy "most_frequent" 6947 strategy_nominal "most_frequent" 6947 verbose 0 6947 categorical_features [0] 6948 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 6948 handle_unknown "ignore" 6948 n_values "auto" 6948 sparse true 6948 threshold 0.0 6949 C 0.4770589499721502 6953 cache_size 200 6953 class_weight null 6953 coef0 -0.005789273183750554 6953 decision_function_shape null 6953 degree 3 6953 gamma 0.0036933449324692003 6953 kernel "sigmoid" 6953 max_iter -1 6953 probability true 6953 random_state 31506 6953 shrinking true 6953 tol 8.712918585114377e-05 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 13045138 description https://api.openml.org/data/download/13045138/description.xml -1 13045139 predictions https://api.openml.org/data/download/13045139/predictions.arff area_under_roc_curve 0.690657144261583 [0.690657,0.690657] average_cost 0 kappa 0 kb_relative_information_score -2717.0154766125484 mean_absolute_error 0.2786593549788386 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] predictive_accuracy 0.8458623825401637 prior_entropy 0.6203559250859288 recall 0.8458623825401637 [1,0] relative_absolute_error 1.0683524510766784 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.35671480265584177 root_relative_squared_error 0.9879089885412979 total_cost 0 area_under_roc_curve 0.6687064949786571 [0.668706,0.668706] area_under_roc_curve 0.6941281889099726 [0.694128,0.694128] area_under_roc_curve 0.7036422095720009 [0.703642,0.703642] area_under_roc_curve 0.6984942722608757 [0.698494,0.698494] area_under_roc_curve 0.68599339377328 [0.685993,0.685993] area_under_roc_curve 0.681996275212594 [0.681996,0.681996] area_under_roc_curve 0.7067081312811863 [0.706708,0.706708] area_under_roc_curve 0.6983537142455548 [0.698354,0.698354] area_under_roc_curve 0.6874977820362681 [0.687498,0.687498] area_under_roc_curve 0.7183629653287911 [0.718363,0.718363] 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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score -292.307604085628 kb_relative_information_score -251.71952056512765 kb_relative_information_score -255.4525680452475 kb_relative_information_score -239.49608742274748 kb_relative_information_score -291.13372520340033 kb_relative_information_score -329.6698021181299 kb_relative_information_score -255.01482011658769 kb_relative_information_score -270.56723539756183 kb_relative_information_score -291.04106866585806 kb_relative_information_score -240.61304499224985 mean_absolute_error 0.2816029298445016 mean_absolute_error 0.2748958263672852 mean_absolute_error 0.27452365693744096 mean_absolute_error 0.27237372508883584 mean_absolute_error 0.2843352508935268 mean_absolute_error 0.291071915717828 mean_absolute_error 0.27575925643507737 mean_absolute_error 0.2781812632446827 mean_absolute_error 0.2815055731339726 mean_absolute_error 0.2723388881120477 mean_prior_absolute_error 0.2600651974288342 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.2602257782682673 mean_prior_absolute_error 0.2602257782682673 number_of_instances 660 [559,101] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 659 [558,101] number_of_instances 659 [558,101] predictive_accuracy 0.846969696969697 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8467374810318664 predictive_accuracy 0.8467374810318664 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 recall 0.8469696969696969 [1,0] recall 0.8454545454545455 [1,0] recall 0.8454545454545455 [1,0] recall 0.8454545454545455 [1,0] recall 0.8454545454545455 [1,0] recall 0.8454545454545455 [1,0] recall 0.8454545454545455 [1,0] recall 0.8454545454545455 [1,0] recall 0.8467374810318664 [1,0] recall 0.8467374810318664 [1,0] relative_absolute_error 1.0828166653154776 relative_absolute_error 1.0527851216589759 relative_absolute_error 1.0513598019527652 relative_absolute_error 1.043126078317514 relative_absolute_error 1.0889358549370152 relative_absolute_error 1.1147356664159709 relative_absolute_error 1.0560918518519256 relative_absolute_error 1.0653675573706494 relative_absolute_error 1.0817743538219642 relative_absolute_error 1.0465484623559969 root_mean_prior_squared_error 0.360018747598774 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.3602416958959955 root_mean_prior_squared_error 0.3602416958959955 root_mean_squared_error 0.36019292836282446 root_mean_squared_error 0.35451793412394816 root_mean_squared_error 0.3540979127271313 root_mean_squared_error 0.3548596858885736 root_mean_squared_error 0.35861898596969444 root_mean_squared_error 0.36181984030606335 root_mean_squared_error 0.3551559825855785 root_mean_squared_error 0.35794003586037554 root_mean_squared_error 0.3575845514733322 root_mean_squared_error 0.35224036248112284 root_relative_squared_error 1.0004838102604716 root_relative_squared_error 0.9807646577204163 root_relative_squared_error 0.9796026794343184 root_relative_squared_error 0.981710105101764 root_relative_squared_error 0.9921101111450119 root_relative_squared_error 1.000965191538559 root_relative_squared_error 0.9825298022190334 root_relative_squared_error 0.9902318133003036 root_relative_squared_error 0.9926239953538569 root_relative_squared_error 0.9777889858225 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 19108.614273 usercpu_time_millis 18315.04574500002 usercpu_time_millis 19496.11360399996 usercpu_time_millis 19174.415872999987 usercpu_time_millis 19936.73500899996 usercpu_time_millis 20363.914899999996 usercpu_time_millis 20455.364387999965 usercpu_time_millis 19873.572731999957 usercpu_time_millis 19335.18358899994 usercpu_time_millis 19349.2079240001 usercpu_time_millis_testing 617.1361979999688 usercpu_time_millis_testing 634.5793350000122 usercpu_time_millis_testing 608.9803439999741 usercpu_time_millis_testing 607.4169649999703 usercpu_time_millis_testing 634.6706389999781 usercpu_time_millis_testing 627.0212599999923 usercpu_time_millis_testing 620.5850569999711 usercpu_time_millis_testing 661.4031120000163 usercpu_time_millis_testing 633.8746669999864 usercpu_time_millis_testing 605.5962330000284 usercpu_time_millis_training 18491.478075000032 usercpu_time_millis_training 17680.46641000001 usercpu_time_millis_training 18887.133259999984 usercpu_time_millis_training 18566.998908000016 usercpu_time_millis_training 19302.064369999982 usercpu_time_millis_training 19736.893640000006 usercpu_time_millis_training 19834.779330999994 usercpu_time_millis_training 19212.169619999942 usercpu_time_millis_training 18701.308921999953 usercpu_time_millis_training 18743.61169100007