10330514 8323 Heinrich Peters 14970 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8186103 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 0.03598376622731902 13389 cache_size 200 13389 class_weight null 13389 coef0 0.1873652421270311 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 5.555947686048554 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 6147 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. 1478 har https://www.openml.org/data/download/1589271/php88ZB4Q -1 21582727 description https://api.openml.org/data/download/21582727/description.xml -1 21582728 predictions https://api.openml.org/data/download/21582728/predictions.arff area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] average_cost 0 kappa 0 kb_relative_information_score 0.09475958155355073 mean_absolute_error 0.2704146033595639 mean_prior_absolute_error 0.27709458719152297 number_of_instances 10299 [1722,1544,1406,1777,1906,1944] predictive_accuracy 0.1887561899213516 prior_entropy 2.575922879508845 recall 0.1887561899213516 [0,0,0,0,0,1] relative_absolute_error 0.9758927667997283 root_mean_prior_squared_error 0.3722191487615371 root_mean_squared_error 0.5200140415023078 root_relative_squared_error 1.397064184452949 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] 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 0.09433006150825066 kb_relative_information_score 0.09433006150825066 kb_relative_information_score 0.09433006150825066 kb_relative_information_score 0.094345909809171 kb_relative_information_score 0.09434034153258475 kb_relative_information_score 0.09434034153258475 kb_relative_information_score 0.0953526782159212 kb_relative_information_score 0.09534802063884823 kb_relative_information_score 0.09534802063884823 kb_relative_information_score 0.09553128369112901 mean_absolute_error 0.2705501618122993 mean_absolute_error 0.2705501618122993 mean_absolute_error 0.2705501618122993 mean_absolute_error 0.2705501618122993 mean_absolute_error 0.2705501618122993 mean_absolute_error 0.2705501618122993 mean_absolute_error 0.27022653721683004 mean_absolute_error 0.27022653721683004 mean_absolute_error 0.27022653721683004 mean_absolute_error 0.27016520894072077 mean_prior_absolute_error 0.27709199511972005 mean_prior_absolute_error 0.27709199511972005 mean_prior_absolute_error 0.27709199511972005 mean_prior_absolute_error 0.2771076974290587 mean_prior_absolute_error 0.27710210740693414 mean_prior_absolute_error 0.27710210740693414 mean_prior_absolute_error 0.27709513558158777 mean_prior_absolute_error 0.2770910843857784 mean_prior_absolute_error 0.2770910843857784 mean_prior_absolute_error 0.27708065643484137 number_of_instances 1030 [172,155,140,178,191,194] number_of_instances 1030 [172,155,140,178,191,194] number_of_instances 1030 [172,155,140,178,191,194] number_of_instances 1030 [172,155,141,178,190,194] number_of_instances 1030 [173,154,141,178,190,194] number_of_instances 1030 [173,154,141,178,190,194] number_of_instances 1030 [172,154,141,178,190,195] number_of_instances 1030 [172,154,141,177,191,195] number_of_instances 1030 [172,154,141,177,191,195] number_of_instances 1029 [172,154,140,177,191,195] predictive_accuracy 0.1883495145631068 predictive_accuracy 0.1883495145631068 predictive_accuracy 0.1883495145631068 predictive_accuracy 0.1883495145631068 predictive_accuracy 0.1883495145631068 predictive_accuracy 0.1883495145631068 predictive_accuracy 0.18932038834951456 predictive_accuracy 0.18932038834951456 predictive_accuracy 0.18932038834951456 predictive_accuracy 0.18950437317784258 prior_entropy 2.5758425283766972 prior_entropy 2.5758425283766972 prior_entropy 2.5758425283766972 prior_entropy 2.57626843373114 prior_entropy 2.5761156998831467 prior_entropy 2.5761156998831467 prior_entropy 2.575945945073779 prior_entropy 2.575847838744184 prior_entropy 2.575847838744184 prior_entropy 2.5755594010061413 recall 0.1883495145631068 [0,0,0,0,0,1] recall 0.1883495145631068 [0,0,0,0,0,1] recall 0.1883495145631068 [0,0,0,0,0,1] recall 0.1883495145631068 [0,0,0,0,0,1] recall 0.1883495145631068 [0,0,0,0,0,1] recall 0.1883495145631068 [0,0,0,0,0,1] recall 0.18932038834951456 [0,0,0,0,0,1] recall 0.18932038834951456 [0,0,0,0,0,1] recall 0.18932038834951456 [0,0,0,0,0,1] recall 0.18950437317784258 [0,0,0,0,0,1] relative_absolute_error 0.9763911140608941 relative_absolute_error 0.9763911140608941 relative_absolute_error 0.9763911140608941 relative_absolute_error 0.9763357868525533 relative_absolute_error 0.9763554826199389 relative_absolute_error 0.9763554826199389 relative_absolute_error 0.9752121293997407 relative_absolute_error 0.9752263874380337 relative_absolute_error 0.9752263874380337 relative_absolute_error 0.9750417528848794 root_mean_prior_squared_error 0.37221566682901186 root_mean_prior_squared_error 0.37221566682901186 root_mean_prior_squared_error 0.37221566682901186 root_mean_prior_squared_error 0.3722367592572026 root_mean_prior_squared_error 0.3722292504897755 root_mean_prior_squared_error 0.3722292504897755 root_mean_prior_squared_error 0.3722198854102689 root_mean_prior_squared_error 0.37221444343150406 root_mean_prior_squared_error 0.37221444343150406 root_mean_prior_squared_error 0.3722004351798735 root_mean_squared_error 0.5201443663179476 root_mean_squared_error 0.5201443663179476 root_mean_squared_error 0.5201443663179476 root_mean_squared_error 0.5201443663179476 root_mean_squared_error 0.5201443663179476 root_mean_squared_error 0.5201443663179476 root_mean_squared_error 0.5198331821044421 root_mean_squared_error 0.5198331821044421 root_mean_squared_error 0.5198331821044421 root_mean_squared_error 0.5197741903372278 root_relative_squared_error 1.3974273859807493 root_relative_squared_error 1.3974273859807493 root_relative_squared_error 1.3974273859807493 root_relative_squared_error 1.397348202138591 root_relative_squared_error 1.3973763900433587 root_relative_squared_error 1.3973763900433587 root_relative_squared_error 1.3965755255968406 root_relative_squared_error 1.396595944294954 root_relative_squared_error 1.396595944294954 root_relative_squared_error 1.3964900123935542 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 170979.17234800116 usercpu_time_millis 171457.89389101265 usercpu_time_millis 169457.04666800157 usercpu_time_millis 171838.62667898939 usercpu_time_millis 172850.32025400142 usercpu_time_millis 169998.88150898914 usercpu_time_millis 174006.34090301173 usercpu_time_millis 169768.6793289904 usercpu_time_millis 171874.6032409981 usercpu_time_millis 171699.76762599254 usercpu_time_millis_testing 10689.592638009344 usercpu_time_millis_testing 10476.78652900504 usercpu_time_millis_testing 10507.466359005775 usercpu_time_millis_testing 10584.79647898639 usercpu_time_millis_testing 10588.050837002811 usercpu_time_millis_testing 10348.810750001576 usercpu_time_millis_testing 10496.29124700732 usercpu_time_millis_testing 10920.934973997646 usercpu_time_millis_testing 10524.012869995204 usercpu_time_millis_testing 10468.794922999223 usercpu_time_millis_training 160289.5797099918 usercpu_time_millis_training 160981.1073620076 usercpu_time_millis_training 158949.5803089958 usercpu_time_millis_training 161253.830200003 usercpu_time_millis_training 162262.2694169986 usercpu_time_millis_training 159650.07075898757 usercpu_time_millis_training 163510.0496560044 usercpu_time_millis_training 158847.74435499276 usercpu_time_millis_training 161350.5903710029 usercpu_time_millis_training 161230.9727029933 wall_clock_time_millis 177622.23052978516 wall_clock_time_millis 184096.54808044434 wall_clock_time_millis 180281.10027313232 wall_clock_time_millis 183869.29631233215 wall_clock_time_millis 185302.4230003357 wall_clock_time_millis 173997.76363372803 wall_clock_time_millis 183569.2081451416 wall_clock_time_millis 180439.38040733337 wall_clock_time_millis 172035.94541549683 wall_clock_time_millis 171740.86785316467 wall_clock_time_millis_testing 12128.828763961792 wall_clock_time_millis_testing 10781.693458557129 wall_clock_time_millis_testing 12337.693691253662 wall_clock_time_millis_testing 11531.009674072266 wall_clock_time_millis_testing 11173.840045928955 wall_clock_time_millis_testing 10353.662967681885 wall_clock_time_millis_testing 11181.160926818848 wall_clock_time_millis_testing 10985.84771156311 wall_clock_time_millis_testing 10526.478052139282 wall_clock_time_millis_testing 10471.483707427979 wall_clock_time_millis_training 165493.40176582336 wall_clock_time_millis_training 173314.8546218872 wall_clock_time_millis_training 167943.40658187866 wall_clock_time_millis_training 172338.2866382599 wall_clock_time_millis_training 174128.58295440674 wall_clock_time_millis_training 163644.10066604614 wall_clock_time_millis_training 172388.04721832275 wall_clock_time_millis_training 169453.53269577026 wall_clock_time_millis_training 161509.46736335754 wall_clock_time_millis_training 161269.3841457367