10330593 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) 8186170 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 20.637991636404358 13389 cache_size 200 13389 class_weight null 13389 coef0 0.7270032659013304 13389 decision_function_shape "ovr" 13389 degree 5 13389 gamma 3.268409654294397 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 40239 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 21582885 description https://api.openml.org/data/download/21582885/description.xml -1 21582886 predictions https://api.openml.org/data/download/21582886/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 175585.49308797228 usercpu_time_millis 173944.3200599926 usercpu_time_millis 175197.6490060042 usercpu_time_millis 174246.0010520008 usercpu_time_millis 179366.5119090001 usercpu_time_millis 173596.07895399677 usercpu_time_millis 178378.00173999858 usercpu_time_millis 174853.6757529946 usercpu_time_millis 175188.85863598553 usercpu_time_millis 174432.6235089975 usercpu_time_millis_testing 10827.85810297355 usercpu_time_millis_testing 10741.562840994447 usercpu_time_millis_testing 10897.181791020557 usercpu_time_millis_testing 10855.732497002464 usercpu_time_millis_testing 10555.142788012745 usercpu_time_millis_testing 10900.715049006976 usercpu_time_millis_testing 10597.648728988133 usercpu_time_millis_testing 10705.208514002152 usercpu_time_millis_testing 10795.48418999184 usercpu_time_millis_testing 10819.496420008363 usercpu_time_millis_training 164757.63498499873 usercpu_time_millis_training 163202.75721899816 usercpu_time_millis_training 164300.46721498366 usercpu_time_millis_training 163390.26855499833 usercpu_time_millis_training 168811.36912098737 usercpu_time_millis_training 162695.3639049898 usercpu_time_millis_training 167780.35301101045 usercpu_time_millis_training 164148.46723899245 usercpu_time_millis_training 164393.3744459937 usercpu_time_millis_training 163613.12708898913 wall_clock_time_millis 188263.17620277405 wall_clock_time_millis 181725.98934173584 wall_clock_time_millis 194424.72004890442 wall_clock_time_millis 190629.44531440735 wall_clock_time_millis 195204.55956459045 wall_clock_time_millis 174843.64128112793 wall_clock_time_millis 187543.47372055054 wall_clock_time_millis 188052.82354354858 wall_clock_time_millis 191850.82840919495 wall_clock_time_millis 182356.41837120056 wall_clock_time_millis_testing 11481.367588043213 wall_clock_time_millis_testing 11652.806758880615 wall_clock_time_millis_testing 10898.11635017395 wall_clock_time_millis_testing 10945.312976837158 wall_clock_time_millis_testing 11619.641065597534 wall_clock_time_millis_testing 11170.28021812439 wall_clock_time_millis_testing 10870.456218719482 wall_clock_time_millis_testing 12160.439014434814 wall_clock_time_millis_testing 12024.500131607056 wall_clock_time_millis_testing 12212.723016738892 wall_clock_time_millis_training 176781.80861473083 wall_clock_time_millis_training 170073.18258285522 wall_clock_time_millis_training 183526.60369873047 wall_clock_time_millis_training 179684.1323375702 wall_clock_time_millis_training 183584.91849899292 wall_clock_time_millis_training 163673.36106300354 wall_clock_time_millis_training 176673.01750183105 wall_clock_time_millis_training 175892.38452911377 wall_clock_time_millis_training 179826.3282775879 wall_clock_time_millis_training 170143.69535446167