10330473 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) 8186070 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 0.17955924077736077 13389 cache_size 200 13389 class_weight null 13389 coef0 0.9087481271015305 13389 decision_function_shape "ovr" 13389 degree 2 13389 gamma 0.7901091993219369 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 54232 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 21582644 description https://api.openml.org/data/download/21582644/description.xml -1 21582645 predictions https://api.openml.org/data/download/21582645/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 172873.07991799025 usercpu_time_millis 172661.2427009968 usercpu_time_millis 173356.02825600654 usercpu_time_millis 172201.24333100102 usercpu_time_millis 174993.1026520062 usercpu_time_millis 171872.11378500797 usercpu_time_millis 171481.8678280135 usercpu_time_millis 170782.15374800493 usercpu_time_millis 173425.3526620014 usercpu_time_millis 173440.717141013 usercpu_time_millis_testing 10740.999098998145 usercpu_time_millis_testing 10835.79917899624 usercpu_time_millis_testing 10683.952999010216 usercpu_time_millis_testing 10549.148154008435 usercpu_time_millis_testing 10781.509118998656 usercpu_time_millis_testing 10732.494637006312 usercpu_time_millis_testing 10672.720205009682 usercpu_time_millis_testing 10685.080266994191 usercpu_time_millis_testing 10697.019842002192 usercpu_time_millis_testing 10929.71439100802 usercpu_time_millis_training 162132.0808189921 usercpu_time_millis_training 161825.44352200057 usercpu_time_millis_training 162672.07525699632 usercpu_time_millis_training 161652.0951769926 usercpu_time_millis_training 164211.59353300754 usercpu_time_millis_training 161139.61914800166 usercpu_time_millis_training 160809.1476230038 usercpu_time_millis_training 160097.07348101074 usercpu_time_millis_training 162728.3328199992 usercpu_time_millis_training 162511.002750005 wall_clock_time_millis 181517.019033432 wall_clock_time_millis 182895.6015110016 wall_clock_time_millis 188562.30092048645 wall_clock_time_millis 187926.94759368896 wall_clock_time_millis 190657.81235694885 wall_clock_time_millis 181122.32899665833 wall_clock_time_millis 185612.81538009644 wall_clock_time_millis 176769.85096931458 wall_clock_time_millis 180064.15224075317 wall_clock_time_millis 187561.6226196289 wall_clock_time_millis_testing 10741.961240768433 wall_clock_time_millis_testing 11627.657175064087 wall_clock_time_millis_testing 12323.210954666138 wall_clock_time_millis_testing 10549.986362457275 wall_clock_time_millis_testing 11668.137073516846 wall_clock_time_millis_testing 12072.652101516724 wall_clock_time_millis_testing 11856.22763633728 wall_clock_time_millis_testing 10735.409498214722 wall_clock_time_millis_testing 10697.930335998535 wall_clock_time_millis_testing 11820.292234420776 wall_clock_time_millis_training 170775.05779266357 wall_clock_time_millis_training 171267.9443359375 wall_clock_time_millis_training 176239.0899658203 wall_clock_time_millis_training 177376.9612312317 wall_clock_time_millis_training 178989.675283432 wall_clock_time_millis_training 169049.6768951416 wall_clock_time_millis_training 173756.58774375916 wall_clock_time_millis_training 166034.44147109985 wall_clock_time_millis_training 169366.22190475464 wall_clock_time_millis_training 175741.33038520813