10327482 8323 Heinrich Peters 16 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8183148 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 0.3748180931615759 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.559388501993443 13389 decision_function_shape "ovr" 13389 degree 2 13389 gamma 0.053799847156520725 13389 kernel "poly" 13389 max_iter -1 13389 probability false 13389 random_state 6118 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. 16 mfeat-karhunen https://www.openml.org/data/download/16/dataset_16_mfeat-karhunen.arff -1 21576650 description https://api.openml.org/data/download/21576650/description.xml -1 21576651 predictions https://api.openml.org/data/download/21576651/predictions.arff area_under_roc_curve 0.4497222222222223 [0.456944,0.450556,0.4525,0.458333,0.479167,0.466944,0.405833,0.448611,0.479722,0.398611] average_cost 0 f_measure 0.0106575283856215 [0.005479,0.005155,0.005249,0,0.053333,0.011799,0,0,0.025559,0] kappa -0.10055555555555556 kb_relative_information_score -0.03582279440034932 mean_absolute_error 0.19809999999999303 mean_prior_absolute_error 0.18000000000000554 number_of_instances 2000 [200,200,200,200,200,200,200,200,200,200] precision 0.012383419331521513 [0.006061,0.005319,0.005525,0,0.057143,0.014388,0,0,0.035398,0] predictive_accuracy 0.0095 prior_entropy 3.3219280948872383 recall 0.0095 [0.005,0.005,0.005,0,0.05,0.01,0,0,0.02,0] relative_absolute_error 1.100555555555483 root_mean_prior_squared_error 0.3000000000000046 root_mean_squared_error 0.4450842616853499 root_relative_squared_error 1.4836142056178105 total_cost 0 area_under_roc_curve 0.4472222222222222 [0.441667,0.444444,0.441667,0.461111,0.469444,0.483333,0.4,0.458333,0.466667,0.405556] area_under_roc_curve 0.4527777777777778 [0.447222,0.475,0.463889,0.463889,0.508333,0.455556,0.411111,0.441667,0.461111,0.4] area_under_roc_curve 0.45 [0.472222,0.433333,0.472222,0.469444,0.463889,0.458333,0.413889,0.463889,0.458333,0.394444] area_under_roc_curve 0.4472222222222222 [0.458333,0.438889,0.461111,0.461111,0.472222,0.458333,0.402778,0.438889,0.483333,0.397222] area_under_roc_curve 0.4527777777777778 [0.461111,0.45,0.427778,0.452778,0.477778,0.472222,0.416667,0.427778,0.525,0.416667] area_under_roc_curve 0.4444444444444444 [0.45,0.444444,0.458333,0.458333,0.45,0.461111,0.419444,0.461111,0.444444,0.397222] area_under_roc_curve 0.45 [0.441667,0.452778,0.452778,0.458333,0.466667,0.488889,0.416667,0.461111,0.472222,0.388889] area_under_roc_curve 0.4527777777777777 [0.488889,0.477778,0.433333,0.455556,0.491667,0.447222,0.386111,0.444444,0.513889,0.388889] area_under_roc_curve 0.45 [0.45,0.430556,0.455556,0.472222,0.486111,0.477778,0.386111,0.444444,0.488889,0.408333] area_under_roc_curve 0.45 [0.458333,0.458333,0.458333,0.430556,0.505556,0.466667,0.405556,0.444444,0.483333,0.388889] 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 f_measure 0.005555555555555556 [0,0,0,0,0,0.055556,0,0,0,0] f_measure 0.015939015939015935 [0,0.051282,0,0,0.108108,0,0,0,0,0] f_measure 0.009651162790697675 [0,0,0.05,0,0.046512,0,0,0,0,0] f_measure 0.005000000000000001 [0,0,0,0,0.05,0,0,0,0,0] f_measure 0.018166383701188456 [0,0,0,0,0.052632,0,0,0,0.129032,0] f_measure 0 [0,0,0,0,0,0,0,0,0,0] f_measure 0.010644257703081233 [0,0,0,0,0.047619,0.058824,0,0,0,0] f_measure 0.019942959001782536 [0.058824,0,0,0,0.060606,0,0,0,0.08,0] f_measure 0.011596638655462186 [0,0,0,0,0.057143,0,0,0,0.058824,0] f_measure 0.010526315789473686 [0,0,0,0,0.105263,0,0,0,0,0] kappa -0.10555555555555556 kappa -0.09444444444444444 kappa -0.1 kappa -0.10555555555555556 kappa -0.09444444444444444 kappa -0.11111111111111112 kappa -0.1 kappa -0.09444444444444444 kappa -0.1 kappa -0.1 kb_relative_information_score -0.04052870310787175 kb_relative_information_score -0.03007112820226497 kb_relative_information_score -0.03529991565506837 kb_relative_information_score -0.04052870310787174 kb_relative_information_score -0.03007112820226497 kb_relative_information_score -0.045757490560675136 kb_relative_information_score -0.03529991565506836 kb_relative_information_score -0.03007112820226497 kb_relative_information_score -0.035299915655068355 kb_relative_information_score -0.035299915655068355 mean_absolute_error 0.19900000000000012 mean_absolute_error 0.1970000000000001 mean_absolute_error 0.19800000000000012 mean_absolute_error 0.19900000000000012 mean_absolute_error 0.1970000000000001 mean_absolute_error 0.20000000000000015 mean_absolute_error 0.19800000000000012 mean_absolute_error 0.1970000000000001 mean_absolute_error 0.19800000000000012 mean_absolute_error 0.19800000000000012 mean_prior_absolute_error 0.1799999999999998 mean_prior_absolute_error 0.1799999999999998 mean_prior_absolute_error 0.1799999999999998 mean_prior_absolute_error 0.1799999999999998 mean_prior_absolute_error 0.1799999999999998 mean_prior_absolute_error 0.1799999999999998 mean_prior_absolute_error 0.1799999999999998 mean_prior_absolute_error 0.1799999999999998 mean_prior_absolute_error 0.1799999999999998 mean_prior_absolute_error 0.1799999999999998 number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] precision 0.00625 [0,0,0,0,0,0.0625,0,0,0,0] precision 0.017027863777089786 [0,0.052632,0,0,0.117647,0,0,0,0,0] precision 0.009347826086956522 [0,0,0.05,0,0.043478,0,0,0,0,0] precision 0.005 [0,0,0,0,0.05,0,0,0,0,0] precision 0.023737373737373738 [0,0,0,0,0.055556,0,0,0,0.181818,0] precision 0 [0,0,0,0,0,0,0,0,0,0] precision 0.011688311688311687 [0,0,0,0,0.045455,0.071429,0,0,0,0] precision 0.034835164835164835 [0.071429,0,0,0,0.076923,0,0,0,0.2,0] precision 0.01380952380952381 [0,0,0,0,0.066667,0,0,0,0.071429,0] precision 0.011111111111111112 [0,0,0,0,0.111111,0,0,0,0,0] predictive_accuracy 0.005 predictive_accuracy 0.015 predictive_accuracy 0.01 predictive_accuracy 0.005 predictive_accuracy 0.015 predictive_accuracy 0 predictive_accuracy 0.01 predictive_accuracy 0.015 predictive_accuracy 0.01 predictive_accuracy 0.01 prior_entropy 3.321928094887355 prior_entropy 3.321928094887355 prior_entropy 3.321928094887355 prior_entropy 3.321928094887355 prior_entropy 3.321928094887355 prior_entropy 3.321928094887355 prior_entropy 3.321928094887355 prior_entropy 3.321928094887355 prior_entropy 3.321928094887355 prior_entropy 3.321928094887355 recall 0.005 [0,0,0,0,0,0.05,0,0,0,0] recall 0.015 [0,0.05,0,0,0.1,0,0,0,0,0] recall 0.01 [0,0,0.05,0,0.05,0,0,0,0,0] recall 0.005 [0,0,0,0,0.05,0,0,0,0,0] recall 0.015 [0,0,0,0,0.05,0,0,0,0.1,0] recall 0 [0,0,0,0,0,0,0,0,0,0] recall 0.01 [0,0,0,0,0.05,0.05,0,0,0,0] recall 0.015 [0.05,0,0,0,0.05,0,0,0,0.05,0] recall 0.01 [0,0,0,0,0.05,0,0,0,0.05,0] recall 0.01 [0,0,0,0,0.1,0,0,0,0,0] relative_absolute_error 1.1055555555555576 relative_absolute_error 1.0944444444444463 relative_absolute_error 1.1000000000000019 relative_absolute_error 1.1055555555555576 relative_absolute_error 1.0944444444444463 relative_absolute_error 1.1111111111111132 relative_absolute_error 1.1000000000000019 relative_absolute_error 1.0944444444444463 relative_absolute_error 1.1000000000000019 relative_absolute_error 1.1000000000000019 root_mean_prior_squared_error 0.2999999999999998 root_mean_prior_squared_error 0.2999999999999998 root_mean_prior_squared_error 0.2999999999999998 root_mean_prior_squared_error 0.2999999999999998 root_mean_prior_squared_error 0.2999999999999998 root_mean_prior_squared_error 0.2999999999999998 root_mean_prior_squared_error 0.2999999999999998 root_mean_prior_squared_error 0.2999999999999998 root_mean_prior_squared_error 0.2999999999999998 root_mean_prior_squared_error 0.2999999999999998 root_mean_squared_error 0.4460941604639094 root_mean_squared_error 0.44384682042344303 root_mean_squared_error 0.4449719092257399 root_mean_squared_error 0.4460941604639094 root_mean_squared_error 0.44384682042344303 root_mean_squared_error 0.4472135954999581 root_mean_squared_error 0.4449719092257399 root_mean_squared_error 0.44384682042344303 root_mean_squared_error 0.4449719092257399 root_mean_squared_error 0.4449719092257399 root_relative_squared_error 1.486980534879699 root_relative_squared_error 1.4794894014114777 root_relative_squared_error 1.483239697419134 root_relative_squared_error 1.486980534879699 root_relative_squared_error 1.4794894014114777 root_relative_squared_error 1.4907119849998611 root_relative_squared_error 1.483239697419134 root_relative_squared_error 1.4794894014114777 root_relative_squared_error 1.483239697419134 root_relative_squared_error 1.483239697419134 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 586.994303004758 usercpu_time_millis 588.4160830028122 usercpu_time_millis 602.9160280013457 usercpu_time_millis 599.453506001737 usercpu_time_millis 587.2585630058893 usercpu_time_millis 586.445945999003 usercpu_time_millis 582.668395996734 usercpu_time_millis 585.8056979996036 usercpu_time_millis 590.5449630008661 usercpu_time_millis 597.4020110006677 usercpu_time_millis_testing 42.269643003237434 usercpu_time_millis_testing 42.36857400246663 usercpu_time_millis_testing 44.221436997759156 usercpu_time_millis_testing 42.26257000118494 usercpu_time_millis_testing 42.12316600023769 usercpu_time_millis_testing 42.344388995843474 usercpu_time_millis_testing 42.81987700233003 usercpu_time_millis_testing 42.51838199706981 usercpu_time_millis_testing 44.27131400007056 usercpu_time_millis_testing 43.46801900101127 usercpu_time_millis_training 544.7246600015205 usercpu_time_millis_training 546.0475090003456 usercpu_time_millis_training 558.6945910035865 usercpu_time_millis_training 557.190936000552 usercpu_time_millis_training 545.1353970056516 usercpu_time_millis_training 544.1015570031595 usercpu_time_millis_training 539.848518994404 usercpu_time_millis_training 543.2873160025338 usercpu_time_millis_training 546.2736490007956 usercpu_time_millis_training 553.9339919996564 wall_clock_time_millis 635.047435760498 wall_clock_time_millis 588.4754657745361 wall_clock_time_millis 610.9731197357178 wall_clock_time_millis 805.2361011505127 wall_clock_time_millis 587.3463153839111 wall_clock_time_millis 610.5024814605713 wall_clock_time_millis 582.7815532684326 wall_clock_time_millis 585.8659744262695 wall_clock_time_millis 618.5929775238037 wall_clock_time_millis 718.3806896209717 wall_clock_time_millis_testing 42.28568077087402 wall_clock_time_millis_testing 42.38295555114746 wall_clock_time_millis_testing 44.2357063293457 wall_clock_time_millis_testing 42.27757453918457 wall_clock_time_millis_testing 42.14048385620117 wall_clock_time_millis_testing 42.359113693237305 wall_clock_time_millis_testing 42.833805084228516 wall_clock_time_millis_testing 42.53339767456055 wall_clock_time_millis_testing 44.284820556640625 wall_clock_time_millis_testing 59.477806091308594 wall_clock_time_millis_training 592.761754989624 wall_clock_time_millis_training 546.0925102233887 wall_clock_time_millis_training 566.7374134063721 wall_clock_time_millis_training 762.9585266113281 wall_clock_time_millis_training 545.20583152771 wall_clock_time_millis_training 568.143367767334 wall_clock_time_millis_training 539.9477481842041 wall_clock_time_millis_training 543.332576751709 wall_clock_time_millis_training 574.3081569671631 wall_clock_time_millis_training 658.9028835296631