10330262 8323 Heinrich Peters 146820 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8185876 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "most_frequent" 12737 verbose 0 12737 copy true 13294 with_mean true 13294 with_std true 13294 C 0.5491717094081752 13389 cache_size 200 13389 class_weight null 13389 coef0 0.0 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.00021592497872774253 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 44544 13389 shrinking true 13389 tol 0.001 13389 verbose false 13389 memory null 16345 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}] 16345 verbose false 16345 openml-python Sklearn_0.21.2. 40983 wilt https://www.openml.org/data/download/18151926/phpcSeK3V -1 21582221 description https://api.openml.org/data/download/21582221/description.xml -1 21582222 predictions https://api.openml.org/data/download/21582222/predictions.arff area_under_roc_curve 0.5 [0.5,0.5] average_cost 0 kappa 0 kb_relative_information_score 0.23643256638945395 mean_absolute_error 0.05393676379417235 mean_prior_absolute_error 0.10221958465180693 number_of_instances 4839 [4578,261] predictive_accuracy 0.9460632362058277 prior_entropy 0.3028907962597491 recall 0.9460632362058277 [1,0] relative_absolute_error 0.5276558692534163 root_mean_prior_squared_error 0.22589294647411987 root_mean_squared_error 0.23224289826423616 root_relative_squared_error 1.0281104474009939 total_cost 0 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 0.5 [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 0.5 [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 0.5 [0.5,0.5] 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 0.23725197998381842 kb_relative_information_score 0.23725197998381842 kb_relative_information_score 0.23725197998381842 kb_relative_information_score 0.23725197998381842 kb_relative_information_score 0.23725197998381842 kb_relative_information_score 0.23725197998381842 kb_relative_information_score 0.23725197998381842 kb_relative_information_score 0.23725197998381842 kb_relative_information_score 0.22966820357174758 kb_relative_information_score 0.23683285286178793 mean_absolute_error 0.05371900826446281 mean_absolute_error 0.05371900826446281 mean_absolute_error 0.05371900826446281 mean_absolute_error 0.05371900826446281 mean_absolute_error 0.05371900826446281 mean_absolute_error 0.05371900826446281 mean_absolute_error 0.05371900826446281 mean_absolute_error 0.05371900826446281 mean_absolute_error 0.05578512396694215 mean_absolute_error 0.053830227743271224 mean_prior_absolute_error 0.10202539943765428 mean_prior_absolute_error 0.10202539943765428 mean_prior_absolute_error 0.10202539943765428 mean_prior_absolute_error 0.10202539943765428 mean_prior_absolute_error 0.10202539943765428 mean_prior_absolute_error 0.10202539943765428 mean_prior_absolute_error 0.10202539943765428 mean_prior_absolute_error 0.10202539943765428 mean_prior_absolute_error 0.1038678744402577 mean_prior_absolute_error 0.10212458028665569 number_of_instances 484 [458,26] number_of_instances 484 [458,26] number_of_instances 484 [458,26] number_of_instances 484 [458,26] number_of_instances 484 [458,26] number_of_instances 484 [458,26] number_of_instances 484 [458,26] number_of_instances 484 [458,26] number_of_instances 484 [457,27] number_of_instances 483 [457,26] predictive_accuracy 0.9462809917355373 predictive_accuracy 0.9462809917355373 predictive_accuracy 0.9462809917355373 predictive_accuracy 0.9462809917355373 predictive_accuracy 0.9462809917355373 predictive_accuracy 0.9462809917355373 predictive_accuracy 0.9462809917355373 predictive_accuracy 0.9462809917355373 predictive_accuracy 0.9442148760330579 predictive_accuracy 0.9461697722567288 prior_entropy 0.3019920334260246 prior_entropy 0.3019920334260246 prior_entropy 0.3019920334260246 prior_entropy 0.3019920334260246 prior_entropy 0.3019920334260246 prior_entropy 0.3019920334260246 prior_entropy 0.3019920334260246 prior_entropy 0.3019920334260246 prior_entropy 0.31051970666597517 prior_entropy 0.30245108001865134 recall 0.9462809917355371 [1,0] recall 0.9462809917355371 [1,0] recall 0.9462809917355371 [1,0] recall 0.9462809917355371 [1,0] recall 0.9462809917355371 [1,0] recall 0.9462809917355371 [1,0] recall 0.9462809917355371 [1,0] recall 0.9462809917355371 [1,0] recall 0.9442148760330579 [1,0] recall 0.9461697722567288 [1,0] relative_absolute_error 0.5265258314160235 relative_absolute_error 0.5265258314160235 relative_absolute_error 0.5265258314160235 relative_absolute_error 0.5265258314160235 relative_absolute_error 0.5265258314160235 relative_absolute_error 0.5265258314160235 relative_absolute_error 0.5265258314160235 relative_absolute_error 0.5265258314160235 relative_absolute_error 0.5370777467775025 relative_absolute_error 0.5271035395413523 root_mean_prior_squared_error 0.22546271987314428 root_mean_prior_squared_error 0.22546271987314428 root_mean_prior_squared_error 0.22546271987314428 root_mean_prior_squared_error 0.22546271987314428 root_mean_prior_squared_error 0.22546271987314428 root_mean_prior_squared_error 0.22546271987314428 root_mean_prior_squared_error 0.22546271987314428 root_mean_prior_squared_error 0.22546271987314428 root_mean_prior_squared_error 0.2295123374792723 root_mean_prior_squared_error 0.22568256224528593 root_mean_squared_error 0.2317736142542175 root_mean_squared_error 0.2317736142542175 root_mean_squared_error 0.2317736142542175 root_mean_squared_error 0.2317736142542175 root_mean_squared_error 0.2317736142542175 root_mean_squared_error 0.2317736142542175 root_mean_squared_error 0.2317736142542175 root_mean_squared_error 0.2317736142542175 root_mean_squared_error 0.2361887464866651 root_mean_squared_error 0.23201342147227436 root_relative_squared_error 1.0279908553601411 root_relative_squared_error 1.0279908553601411 root_relative_squared_error 1.0279908553601411 root_relative_squared_error 1.0279908553601411 root_relative_squared_error 1.0279908553601411 root_relative_squared_error 1.0279908553601411 root_relative_squared_error 1.0279908553601411 root_relative_squared_error 1.0279908553601411 root_relative_squared_error 1.0290895429880573 root_relative_squared_error 1.0280520531316357 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 150.68388999497984 usercpu_time_millis 152.54098101286218 usercpu_time_millis 152.75225200457498 usercpu_time_millis 153.2991749991197 usercpu_time_millis 151.4748039917322 usercpu_time_millis 150.81145499425475 usercpu_time_millis 151.75867898506112 usercpu_time_millis 151.2921899993671 usercpu_time_millis 151.8669980141567 usercpu_time_millis 150.83022900216747 usercpu_time_millis_testing 13.325510997674428 usercpu_time_millis_testing 13.378910007304512 usercpu_time_millis_testing 13.420517003396526 usercpu_time_millis_testing 13.347247993806377 usercpu_time_millis_testing 13.384892998146825 usercpu_time_millis_testing 13.440209993859753 usercpu_time_millis_testing 13.311852992046624 usercpu_time_millis_testing 13.327444001333788 usercpu_time_millis_testing 13.434268010314554 usercpu_time_millis_testing 13.158768997527659 usercpu_time_millis_training 137.3583789973054 usercpu_time_millis_training 139.16207100555766 usercpu_time_millis_training 139.33173500117846 usercpu_time_millis_training 139.95192700531334 usercpu_time_millis_training 138.08991099358536 usercpu_time_millis_training 137.371245000395 usercpu_time_millis_training 138.4468259930145 usercpu_time_millis_training 137.96474599803332 usercpu_time_millis_training 138.43273000384215 usercpu_time_millis_training 137.6714600046398 wall_clock_time_millis 150.72131156921387 wall_clock_time_millis 152.5709629058838 wall_clock_time_millis 152.79769897460938 wall_clock_time_millis 153.35702896118164 wall_clock_time_millis 151.533842086792 wall_clock_time_millis 150.92039108276367 wall_clock_time_millis 151.84521675109863 wall_clock_time_millis 151.33190155029297 wall_clock_time_millis 151.92055702209473 wall_clock_time_millis 150.9251594543457 wall_clock_time_millis_testing 13.347625732421875 wall_clock_time_millis_testing 13.39268684387207 wall_clock_time_millis_testing 13.43393325805664 wall_clock_time_millis_testing 13.360261917114258 wall_clock_time_millis_testing 13.398170471191406 wall_clock_time_millis_testing 13.453960418701172 wall_clock_time_millis_testing 13.325929641723633 wall_clock_time_millis_testing 13.340234756469727 wall_clock_time_millis_testing 13.444900512695312 wall_clock_time_millis_testing 13.172388076782227 wall_clock_time_millis_training 137.373685836792 wall_clock_time_millis_training 139.17827606201172 wall_clock_time_millis_training 139.36376571655273 wall_clock_time_millis_training 139.99676704406738 wall_clock_time_millis_training 138.1356716156006 wall_clock_time_millis_training 137.4664306640625 wall_clock_time_millis_training 138.519287109375 wall_clock_time_millis_training 137.99166679382324 wall_clock_time_millis_training 138.4756565093994 wall_clock_time_millis_training 137.75277137756348