10331159 8323 Heinrich Peters 146824 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8186726 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 823.1132602725113 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.024176091883726603 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.12547385078511383 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 21947 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. 40979 mfeat-pixel https://www.openml.org/data/download/18142224/phpzRUhOO -1 21584017 description https://api.openml.org/data/download/21584017/description.xml -1 21584018 predictions https://api.openml.org/data/download/21584018/predictions.arff area_under_roc_curve 0.5561111111111111 [0.6825,0.5275,0.54,0.515,0.5425,0.51,0.5175,0.6325,0.556111,0.5375] average_cost 0 f_measure 0.18677024930775166 [0.534799,0.104265,0.148148,0.058252,0.156682,0.039216,0.067633,0.418972,0.2002,0.139535] kappa 0.11222222222222222 kb_relative_information_score 0.16443976504202656 mean_absolute_error 0.1597999999999952 mean_prior_absolute_error 0.18000000000000554 number_of_instances 2000 [200,200,200,200,200,200,200,200,200,200] precision 0.9111234705228032 [1,1,1,1,1,1,1,1,0.111235,1] predictive_accuracy 0.201 prior_entropy 3.3219280948872383 recall 0.201 [0.365,0.055,0.08,0.03,0.085,0.02,0.035,0.265,1,0.075] relative_absolute_error 0.8877777777777237 root_mean_prior_squared_error 0.3000000000000046 root_mean_squared_error 0.3997499218261277 root_relative_squared_error 1.3324997394204052 total_cost 0 area_under_roc_curve 0.5444444444444444 [0.625,0.575,0.5,0.5,0.55,0.525,0.525,0.6,0.544444,0.5] area_under_roc_curve 0.5416666666666666 [0.65,0.525,0.5,0.5,0.575,0.5,0.525,0.6,0.541667,0.5] area_under_roc_curve 0.5638888888888889 [0.675,0.5,0.7,0.5,0.525,0.525,0.525,0.625,0.563889,0.5] area_under_roc_curve 0.5861111111111111 [0.725,0.5,0.55,0.525,0.525,0.525,0.525,0.75,0.586111,0.65] area_under_roc_curve 0.5666666666666667 [0.75,0.5,0.525,0.525,0.6,0.525,0.5,0.625,0.566667,0.55] area_under_roc_curve 0.5444444444444444 [0.7,0.6,0.5,0.5,0.5,0.5,0.5,0.6,0.544444,0.5] area_under_roc_curve 0.5722222222222222 [0.7,0.55,0.5,0.5,0.525,0.5,0.5,0.7,0.572222,0.675] area_under_roc_curve 0.5638888888888889 [0.7,0.5,0.625,0.5,0.55,0.5,0.55,0.65,0.563889,0.5] area_under_roc_curve 0.5388888888888889 [0.625,0.5,0.5,0.6,0.525,0.5,0.5,0.6,0.538889,0.5] area_under_roc_curve 0.5388888888888889 [0.675,0.525,0.5,0.5,0.55,0.5,0.525,0.575,0.538889,0.5] 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 0.08888888888888888 kappa 0.08333333333333331 kappa 0.12777777777777777 kappa 0.17222222222222222 kappa 0.13333333333333333 kappa 0.08888888888888888 kappa 0.14444444444444446 kappa 0.12777777777777777 kappa 0.07777777777777778 kappa 0.07777777777777778 kb_relative_information_score 0.14247885774024727 kb_relative_information_score 0.13725007028744388 kb_relative_information_score 0.17908036990987092 kb_relative_information_score 0.22091066953229815 kb_relative_information_score 0.1843091573626744 kb_relative_information_score 0.1424788577402473 kb_relative_information_score 0.1947667322682812 kb_relative_information_score 0.17908036990987103 kb_relative_information_score 0.1320212828346405 kb_relative_information_score 0.1320212828346405 mean_absolute_error 0.16399999999999962 mean_absolute_error 0.16499999999999965 mean_absolute_error 0.1569999999999996 mean_absolute_error 0.14899999999999963 mean_absolute_error 0.1559999999999996 mean_absolute_error 0.16399999999999962 mean_absolute_error 0.1539999999999996 mean_absolute_error 0.1569999999999996 mean_absolute_error 0.16599999999999965 mean_absolute_error 0.16599999999999965 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] predictive_accuracy 0.18 predictive_accuracy 0.175 predictive_accuracy 0.215 predictive_accuracy 0.255 predictive_accuracy 0.22 predictive_accuracy 0.18 predictive_accuracy 0.23 predictive_accuracy 0.215 predictive_accuracy 0.17 predictive_accuracy 0.17 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 0.18 [0.25,0.15,0,0,0.1,0.05,0.05,0.2,1,0] recall 0.175 [0.3,0.05,0,0,0.15,0,0.05,0.2,1,0] recall 0.215 [0.35,0,0.4,0,0.05,0.05,0.05,0.25,1,0] recall 0.255 [0.45,0,0.1,0.05,0.05,0.05,0.05,0.5,1,0.3] recall 0.22 [0.5,0,0.05,0.05,0.2,0.05,0,0.25,1,0.1] recall 0.18 [0.4,0.2,0,0,0,0,0,0.2,1,0] recall 0.23 [0.4,0.1,0,0,0.05,0,0,0.4,1,0.35] recall 0.215 [0.4,0,0.25,0,0.1,0,0.1,0.3,1,0] recall 0.17 [0.25,0,0,0.2,0.05,0,0,0.2,1,0] recall 0.17 [0.35,0.05,0,0,0.1,0,0.05,0.15,1,0] relative_absolute_error 0.91111111111111 relative_absolute_error 0.9166666666666657 relative_absolute_error 0.8722222222222211 relative_absolute_error 0.8277777777777767 relative_absolute_error 0.8666666666666655 relative_absolute_error 0.91111111111111 relative_absolute_error 0.8555555555555543 relative_absolute_error 0.8722222222222211 relative_absolute_error 0.9222222222222213 relative_absolute_error 0.9222222222222213 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 0.4049691346263313 root_mean_squared_error 0.4062019202317976 root_mean_squared_error 0.3962322551231785 root_mean_squared_error 0.38600518131237516 root_mean_squared_error 0.3949683531626295 root_mean_squared_error 0.4049691346263313 root_mean_squared_error 0.3924283374069712 root_mean_squared_error 0.3962322551231785 root_mean_squared_error 0.40743097574926684 root_mean_squared_error 0.40743097574926684 root_relative_squared_error 1.3498971154211048 root_relative_squared_error 1.3540064007726593 root_relative_squared_error 1.3207741837439293 root_relative_squared_error 1.286683937707918 root_relative_squared_error 1.3165611772087658 root_relative_squared_error 1.3498971154211048 root_relative_squared_error 1.308094458023238 root_relative_squared_error 1.3207741837439293 root_relative_squared_error 1.358103252497557 root_relative_squared_error 1.358103252497557 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 2801.848169999971 usercpu_time_millis 2802.4570450000965 usercpu_time_millis 2797.0012520000864 usercpu_time_millis 2787.956323000003 usercpu_time_millis 2815.380803999915 usercpu_time_millis 2816.431881000085 usercpu_time_millis 2803.933946999905 usercpu_time_millis 2785.280838999938 usercpu_time_millis 2807.9430270000785 usercpu_time_millis 2811.554276000038 usercpu_time_millis_testing 157.61378299998796 usercpu_time_millis_testing 156.03258600003755 usercpu_time_millis_testing 155.140197000037 usercpu_time_millis_testing 154.34619400002703 usercpu_time_millis_testing 157.50276999995094 usercpu_time_millis_testing 154.55474000009417 usercpu_time_millis_testing 154.8741039999868 usercpu_time_millis_testing 153.9196119999815 usercpu_time_millis_testing 157.89917900008277 usercpu_time_millis_testing 157.37848000003396 usercpu_time_millis_training 2644.234386999983 usercpu_time_millis_training 2646.424459000059 usercpu_time_millis_training 2641.8610550000494 usercpu_time_millis_training 2633.610128999976 usercpu_time_millis_training 2657.878033999964 usercpu_time_millis_training 2661.877140999991 usercpu_time_millis_training 2649.059842999918 usercpu_time_millis_training 2631.3612269999567 usercpu_time_millis_training 2650.0438479999957 usercpu_time_millis_training 2654.175796000004 wall_clock_time_millis 2848.090171813965 wall_clock_time_millis 2922.76668548584 wall_clock_time_millis 3097.238779067993 wall_clock_time_millis 2884.2363357543945 wall_clock_time_millis 2901.6034603118896 wall_clock_time_millis 2816.6706562042236 wall_clock_time_millis 2821.441411972046 wall_clock_time_millis 2801.7044067382812 wall_clock_time_millis 2817.5690174102783 wall_clock_time_millis 2880.7661533355713 wall_clock_time_millis_testing 157.63401985168457 wall_clock_time_millis_testing 188.09866905212402 wall_clock_time_millis_testing 187.15453147888184 wall_clock_time_millis_testing 154.36816215515137 wall_clock_time_millis_testing 157.52410888671875 wall_clock_time_millis_testing 154.57630157470703 wall_clock_time_millis_testing 154.9091339111328 wall_clock_time_millis_testing 153.95450592041016 wall_clock_time_millis_testing 157.91893005371094 wall_clock_time_millis_testing 157.41682052612305 wall_clock_time_millis_training 2690.4561519622803 wall_clock_time_millis_training 2734.668016433716 wall_clock_time_millis_training 2910.0842475891113 wall_clock_time_millis_training 2729.868173599243 wall_clock_time_millis_training 2744.079351425171 wall_clock_time_millis_training 2662.0943546295166 wall_clock_time_millis_training 2666.532278060913 wall_clock_time_millis_training 2647.749900817871 wall_clock_time_millis_training 2659.6500873565674 wall_clock_time_millis_training 2723.3493328094482