10326833 8323 Heinrich Peters 9981 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8182503 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 112998.23879210744 13389 cache_size 200 13389 class_weight null 13389 coef0 0.8751883617963514 13389 decision_function_shape "ovr" 13389 degree 2 13389 gamma 1.096237046408722 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 12225 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. 1468 cnae-9 https://www.openml.org/data/download/1586233/phpmcGu2X -1 21575352 description https://api.openml.org/data/download/21575352/description.xml -1 21575353 predictions https://api.openml.org/data/download/21575353/predictions.arff area_under_roc_curve 0.5375 [0.5625,0.5375,0.520833,0.5375,0.5375,0.541667,0.541667,0.529167,0.529167] average_cost 0 f_measure 0.14691363286089787 [0.222222,0.212766,0.08,0.139535,0.139535,0.153846,0.153846,0.110236,0.110236] kappa 0.07500000000000002 kb_relative_information_score 0.13370225162702035 mean_absolute_error 0.18271604938271938 mean_prior_absolute_error 0.197530864197526 number_of_instances 1080 [120,120,120,120,120,120,120,120,120] precision 0.9021164021164021 [1,0.119048,1,1,1,1,1,1,1] predictive_accuracy 0.17777777777777778 prior_entropy 3.1699250014422624 recall 0.17777777777777778 [0.125,1,0.041667,0.075,0.075,0.083333,0.083333,0.058333,0.058333] relative_absolute_error 0.9250000000000397 root_mean_prior_squared_error 0.3142696805273506 root_mean_squared_error 0.427452979148256 root_relative_squared_error 1.3601470508735733 total_cost 0 area_under_roc_curve 0.5416666666666666 [0.541667,0.541667,0.5,0.583333,0.5,0.625,0.541667,0.5,0.541667] area_under_roc_curve 0.5416666666666666 [0.583333,0.541667,0.583333,0.5,0.541667,0.541667,0.541667,0.541667,0.5] area_under_roc_curve 0.5364583333333334 [0.5,0.536458,0.541667,0.5,0.625,0.541667,0.5,0.583333,0.5] area_under_roc_curve 0.5208333333333334 [0.541667,0.520833,0.5,0.5,0.541667,0.5,0.541667,0.5,0.541667] area_under_roc_curve 0.5364583333333334 [0.541667,0.536458,0.5,0.583333,0.541667,0.5,0.625,0.5,0.5] area_under_roc_curve 0.546875 [0.583333,0.546875,0.541667,0.5,0.583333,0.583333,0.541667,0.541667,0.5] area_under_roc_curve 0.5416666666666666 [0.541667,0.541667,0.541667,0.625,0.5,0.541667,0.541667,0.5,0.541667] area_under_roc_curve 0.5208333333333334 [0.583333,0.520833,0.5,0.5,0.5,0.5,0.5,0.541667,0.541667] area_under_roc_curve 0.5625 [0.625,0.5625,0.5,0.541667,0.541667,0.583333,0.541667,0.541667,0.625] area_under_roc_curve 0.5260416666666666 [0.583333,0.526042,0.5,0.541667,0.5,0.5,0.541667,0.541667,0.5] 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 0.08333333333333333 kappa 0.08333333333333333 kappa 0.07291666666666669 kappa 0.041666666666666664 kappa 0.07291666666666669 kappa 0.09375000000000001 kappa 0.08333333333333333 kappa 0.041666666666666664 kappa 0.125 kappa 0.05208333333333335 kb_relative_information_score 0.14150673584659587 kb_relative_information_score 0.1415067358465959 kb_relative_information_score 0.1317511305721254 kb_relative_information_score 0.10248431474871392 kb_relative_information_score 0.1317511305721254 kb_relative_information_score 0.1512623411210664 kb_relative_information_score 0.1415067358465959 kb_relative_information_score 0.10248431474871392 kb_relative_information_score 0.18052915694447783 kb_relative_information_score 0.11223992002318442 mean_absolute_error 0.18106995884773627 mean_absolute_error 0.18106995884773627 mean_absolute_error 0.18312757201646054 mean_absolute_error 0.18930041152263336 mean_absolute_error 0.18312757201646054 mean_absolute_error 0.179012345679012 mean_absolute_error 0.18106995884773627 mean_absolute_error 0.18930041152263336 mean_absolute_error 0.1728395061728392 mean_absolute_error 0.18724279835390908 mean_prior_absolute_error 0.1975308641975314 mean_prior_absolute_error 0.1975308641975314 mean_prior_absolute_error 0.1975308641975314 mean_prior_absolute_error 0.1975308641975314 mean_prior_absolute_error 0.1975308641975314 mean_prior_absolute_error 0.1975308641975314 mean_prior_absolute_error 0.1975308641975314 mean_prior_absolute_error 0.1975308641975314 mean_prior_absolute_error 0.1975308641975314 mean_prior_absolute_error 0.1975308641975314 number_of_instances 108 [12,12,12,12,12,12,12,12,12] number_of_instances 108 [12,12,12,12,12,12,12,12,12] number_of_instances 108 [12,12,12,12,12,12,12,12,12] number_of_instances 108 [12,12,12,12,12,12,12,12,12] number_of_instances 108 [12,12,12,12,12,12,12,12,12] number_of_instances 108 [12,12,12,12,12,12,12,12,12] number_of_instances 108 [12,12,12,12,12,12,12,12,12] number_of_instances 108 [12,12,12,12,12,12,12,12,12] number_of_instances 108 [12,12,12,12,12,12,12,12,12] number_of_instances 108 [12,12,12,12,12,12,12,12,12] predictive_accuracy 0.1851851851851852 predictive_accuracy 0.1851851851851852 predictive_accuracy 0.17592592592592593 predictive_accuracy 0.14814814814814814 predictive_accuracy 0.17592592592592593 predictive_accuracy 0.19444444444444442 predictive_accuracy 0.1851851851851852 predictive_accuracy 0.14814814814814814 predictive_accuracy 0.2222222222222222 predictive_accuracy 0.1574074074074074 prior_entropy 3.169925001442319 prior_entropy 3.169925001442319 prior_entropy 3.169925001442319 prior_entropy 3.169925001442319 prior_entropy 3.169925001442319 prior_entropy 3.169925001442319 prior_entropy 3.169925001442319 prior_entropy 3.169925001442319 prior_entropy 3.169925001442319 prior_entropy 3.169925001442319 recall 0.18518518518518517 [0.083333,1,0,0.166667,0,0.25,0.083333,0,0.083333] recall 0.18518518518518517 [0.166667,1,0.166667,0,0.083333,0.083333,0.083333,0.083333,0] recall 0.17592592592592593 [0,1,0.083333,0,0.25,0.083333,0,0.166667,0] recall 0.14814814814814814 [0.083333,1,0,0,0.083333,0,0.083333,0,0.083333] recall 0.17592592592592593 [0.083333,1,0,0.166667,0.083333,0,0.25,0,0] recall 0.19444444444444445 [0.166667,1,0.083333,0,0.166667,0.166667,0.083333,0.083333,0] recall 0.18518518518518517 [0.083333,1,0.083333,0.25,0,0.083333,0.083333,0,0.083333] recall 0.14814814814814814 [0.166667,1,0,0,0,0,0,0.083333,0.083333] recall 0.2222222222222222 [0.25,1,0,0.083333,0.083333,0.166667,0.083333,0.083333,0.25] recall 0.1574074074074074 [0.166667,1,0,0.083333,0,0,0.083333,0.083333,0] relative_absolute_error 0.9166666666666624 relative_absolute_error 0.9166666666666624 relative_absolute_error 0.9270833333333289 relative_absolute_error 0.9583333333333287 relative_absolute_error 0.9270833333333289 relative_absolute_error 0.9062499999999958 relative_absolute_error 0.9166666666666624 relative_absolute_error 0.9583333333333287 relative_absolute_error 0.874999999999996 relative_absolute_error 0.9479166666666622 root_mean_prior_squared_error 0.3142696805273549 root_mean_prior_squared_error 0.3142696805273549 root_mean_prior_squared_error 0.3142696805273549 root_mean_prior_squared_error 0.3142696805273549 root_mean_prior_squared_error 0.3142696805273549 root_mean_prior_squared_error 0.3142696805273549 root_mean_prior_squared_error 0.3142696805273549 root_mean_prior_squared_error 0.3142696805273549 root_mean_prior_squared_error 0.3142696805273549 root_mean_prior_squared_error 0.3142696805273549 root_mean_squared_error 0.4255231590028165 root_mean_squared_error 0.4255231590028165 root_mean_squared_error 0.42793407438116043 root_mean_squared_error 0.43508667127669326 root_mean_squared_error 0.42793407438116043 root_mean_squared_error 0.42309850588132786 root_mean_squared_error 0.4255231590028165 root_mean_squared_error 0.43508667127669326 root_mean_squared_error 0.41573970964154866 root_mean_squared_error 0.43271560909436707 root_relative_squared_error 1.3540064007726569 root_relative_squared_error 1.3540064007726569 root_relative_squared_error 1.3616778865306793 root_relative_squared_error 1.3844373104863426 root_relative_squared_error 1.3616778865306793 root_relative_squared_error 1.3462912017836228 root_relative_squared_error 1.3540064007726569 root_relative_squared_error 1.3844373104863426 root_relative_squared_error 1.3228756555322922 root_relative_squared_error 1.3768926368215224 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 2715.9732040017843 usercpu_time_millis 2794.9915950011928 usercpu_time_millis 2729.083010002796 usercpu_time_millis 2699.852436002402 usercpu_time_millis 2706.984435004415 usercpu_time_millis 2713.2932520034956 usercpu_time_millis 2701.324816000124 usercpu_time_millis 2680.8858270014753 usercpu_time_millis 2701.1529649971635 usercpu_time_millis 2710.3022950032027 usercpu_time_millis_testing 158.55931999976747 usercpu_time_millis_testing 164.92563799693016 usercpu_time_millis_testing 159.80283499811776 usercpu_time_millis_testing 163.92353500123136 usercpu_time_millis_testing 166.80616899975576 usercpu_time_millis_testing 158.08761100197444 usercpu_time_millis_testing 161.3718080043327 usercpu_time_millis_testing 157.53848900203593 usercpu_time_millis_testing 160.01195200078655 usercpu_time_millis_testing 172.0112050024909 usercpu_time_millis_training 2557.413884002017 usercpu_time_millis_training 2630.0659570042626 usercpu_time_millis_training 2569.2801750046783 usercpu_time_millis_training 2535.9289010011707 usercpu_time_millis_training 2540.1782660046592 usercpu_time_millis_training 2555.205641001521 usercpu_time_millis_training 2539.9530079957913 usercpu_time_millis_training 2523.3473379994393 usercpu_time_millis_training 2541.141012996377 usercpu_time_millis_training 2538.291090000712 wall_clock_time_millis 3224.184036254883 wall_clock_time_millis 3307.2104454040527 wall_clock_time_millis 3177.295923233032 wall_clock_time_millis 2749.680995941162 wall_clock_time_millis 2783.237934112549 wall_clock_time_millis 3285.6285572052 wall_clock_time_millis 2845.5231189727783 wall_clock_time_millis 2793.1089401245117 wall_clock_time_millis 2845.3989028930664 wall_clock_time_millis 3038.702964782715 wall_clock_time_millis_testing 158.5829257965088 wall_clock_time_millis_testing 180.95707893371582 wall_clock_time_millis_testing 159.82770919799805 wall_clock_time_millis_testing 165.56191444396973 wall_clock_time_millis_testing 166.82839393615723 wall_clock_time_millis_testing 158.1099033355713 wall_clock_time_millis_testing 161.39602661132812 wall_clock_time_millis_testing 157.5620174407959 wall_clock_time_millis_testing 160.0353717803955 wall_clock_time_millis_testing 296.0221767425537 wall_clock_time_millis_training 3065.601110458374 wall_clock_time_millis_training 3126.253366470337 wall_clock_time_millis_training 3017.468214035034 wall_clock_time_millis_training 2584.1190814971924 wall_clock_time_millis_training 2616.4095401763916 wall_clock_time_millis_training 3127.518653869629 wall_clock_time_millis_training 2684.12709236145 wall_clock_time_millis_training 2635.546922683716 wall_clock_time_millis_training 2685.363531112671 wall_clock_time_millis_training 2742.680788040161