8824818 1 Jan van Rijn 14 Supervised Classification 7707 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,scaling=sklearn.preprocessing.data.StandardScaler,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1) 6799868 axis 0 7660 categorical_features [] 7660 copy true 7660 fill_empty 0 7660 missing_values "NaN" 7660 strategy "most_frequent" 7660 strategy_nominal "most_frequent" 7660 verbose 0 7660 categorical_features [] 7661 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 7661 handle_unknown "ignore" 7661 n_values "auto" 7661 sparse true 7661 threshold 0.0 7662 copy true 7663 with_mean false 7663 with_std true 7663 C 33.875128883337084 7708 cache_size 200 7708 class_weight null 7708 coef0 -0.0905649858787041 7708 decision_function_shape null 7708 degree 4 7708 gamma 0.6542735968169846 7708 kernel "rbf" 7708 max_iter -1 7708 probability true 7708 random_state 17135 7708 shrinking true 7708 tol 9.608582830402917e-05 7708 verbose false 7708 openml-pimp openml-python Sklearn_0.18.1. 14 mfeat-fourier https://www.openml.org/data/download/14/dataset_14_mfeat-fourier.arff -1 18565470 description https://api.openml.org/data/download/18565470/description.xml -1 18565471 predictions https://api.openml.org/data/download/18565471/predictions.arff area_under_roc_curve 0.41908972222222224 [0.217758,0.411917,0.416022,0.483346,0.422585,0.491496,0.489136,0.433371,0.359857,0.46541] average_cost 0 kappa -0.029444444444444454 kb_relative_information_score -0.0359139044258746 mean_absolute_error 0.18010904885966178 mean_prior_absolute_error 0.18000000000000554 number_of_instances 2000 [200,200,200,200,200,200,200,200,200,200] predictive_accuracy 0.0735 prior_entropy 3.321928094887362 recall 0.0735 [0.73,0,0,0,0,0,0.005,0,0,0] relative_absolute_error 1.0006058269980902 root_mean_prior_squared_error 0.3000000000000046 root_mean_squared_error 0.3001892806862494 root_relative_squared_error 1.0006309356208158 total_cost 0 area_under_roc_curve 0.24465277777777777 [0,0.093889,0.029306,0.703333,0.136667,0.479028,0.490417,0.203472,0,0.310417] area_under_roc_curve 0.17374999999999996 [0.009444,0.083194,0.018333,0.504444,0.149028,0.482361,0.093472,0.05125,0.008611,0.337361] area_under_roc_curve 0.33305555555555555 [0.021389,0.071389,0.017361,0.75,0.097639,0.527639,0.507778,0.871944,0.010139,0.455278] area_under_roc_curve 0.13723611111111111 [0,0.149722,0.009028,0.521528,0.03875,0.099167,0.414722,0.034306,0.009028,0.096111] area_under_roc_curve 0.11412500000000002 [0,0.25,0.014722,0.081667,0.072778,0.074028,0.305556,0.121944,0.000278,0.220278] area_under_roc_curve 0.18231944444444445 [0,0.0725,0.009028,0.318889,0.079167,0.499722,0.415417,0.050972,0,0.3775] area_under_roc_curve 0.18661111111111114 [0.011528,0.118194,0.066944,0.252917,0.13125,0.450972,0.495694,0.110694,0.010833,0.217083] area_under_roc_curve 0.15530555555555556 [0,0.085972,0.017222,0.239444,0.175833,0.455556,0.220278,0.062083,0.055972,0.240694] area_under_roc_curve 0.1554861111111111 [0,0.113333,0,0.095694,0.119722,0.444444,0.653611,0.040139,0.011111,0.076806] area_under_roc_curve 0.24223611111111112 [0.010972,0.040417,0.053333,0.575833,0.187361,0.438889,0.674167,0.108333,0.046389,0.286667] 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 -0.016666666666666666 kappa -0.022222222222222227 kappa -0.016666666666666666 kappa -0.03333333333333333 kappa -0.016666666666666666 kappa -0.027777777777777787 kappa -0.05 kappa -0.04444444444444445 kappa -0.027777777777777787 kappa -0.03888888888888889 kb_relative_information_score 0.06801387996828129 kb_relative_information_score -0.03720576689411747 kb_relative_information_score 0.04409913185600592 kb_relative_information_score -0.09475732054339492 kb_relative_information_score -0.04768363111493227 kb_relative_information_score 0.0349461350208684 kb_relative_information_score -0.004580093154974379 kb_relative_information_score -0.0030881333271326615 kb_relative_information_score -0.021440195624511868 kb_relative_information_score 0.025782089388033284 mean_absolute_error 0.18000476216596048 mean_absolute_error 0.1801700342311232 mean_absolute_error 0.1800047558260479 mean_absolute_error 0.18030080552127195 mean_absolute_error 0.1802068223782242 mean_absolute_error 0.18001486827010865 mean_absolute_error 0.1801206259024246 mean_absolute_error 0.18010660975353904 mean_absolute_error 0.18012756067658997 mean_absolute_error 0.1800336438713224 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 0.085 predictive_accuracy 0.08 predictive_accuracy 0.085 predictive_accuracy 0.07 predictive_accuracy 0.085 predictive_accuracy 0.075 predictive_accuracy 0.055 predictive_accuracy 0.06 predictive_accuracy 0.075 predictive_accuracy 0.065 prior_entropy 3.321928094887362 prior_entropy 3.321928094887362 prior_entropy 3.321928094887362 prior_entropy 3.321928094887362 prior_entropy 3.321928094887362 prior_entropy 3.321928094887362 prior_entropy 3.321928094887362 prior_entropy 3.321928094887362 prior_entropy 3.321928094887362 prior_entropy 3.321928094887362 recall 0.085 [0.8,0,0,0,0,0,0.05,0,0,0] recall 0.08 [0.8,0,0,0,0,0,0,0,0,0] recall 0.085 [0.85,0,0,0,0,0,0,0,0,0] recall 0.07 [0.7,0,0,0,0,0,0,0,0,0] recall 0.085 [0.85,0,0,0,0,0,0,0,0,0] recall 0.075 [0.75,0,0,0,0,0,0,0,0,0] recall 0.055 [0.55,0,0,0,0,0,0,0,0,0] recall 0.06 [0.6,0,0,0,0,0,0,0,0,0] recall 0.075 [0.75,0,0,0,0,0,0,0,0,0] recall 0.065 [0.65,0,0,0,0,0,0,0,0,0] relative_absolute_error 1.0000264564775594 relative_absolute_error 1.0009446346173523 relative_absolute_error 1.000026421255823 relative_absolute_error 1.0016711417848452 relative_absolute_error 1.0011490132123577 relative_absolute_error 1.0000826015006048 relative_absolute_error 1.0006701439023602 relative_absolute_error 1.0005922764085513 relative_absolute_error 1.000708670425501 relative_absolute_error 1.0001869103962369 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 0.30000826526797647 root_mean_squared_error 0.3002950632771373 root_mean_squared_error 0.30000796530241935 root_mean_squared_error 0.3005252296233268 root_mean_squared_error 0.30036073331570806 root_mean_squared_error 0.30002486516285426 root_mean_squared_error 0.30020858923053395 root_mean_squared_error 0.3001842849102638 root_mean_squared_error 0.3002208125298374 root_mean_squared_error 0.3000565566382741 root_relative_squared_error 1.0000275508932555 root_relative_squared_error 1.0009835442571249 root_relative_squared_error 1.000026551008065 root_relative_squared_error 1.0017507654110898 root_relative_squared_error 1.0012024443856942 root_relative_squared_error 1.0000828838761815 root_relative_squared_error 1.0006952974351138 root_relative_squared_error 1.0006142830342133 root_relative_squared_error 1.0007360417661253 root_relative_squared_error 1.0001885221275808 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 11138.821320000034 usercpu_time_millis 10694.853877000012 usercpu_time_millis 10648.703705000002 usercpu_time_millis 11107.459491999976 usercpu_time_millis 10816.998015000023 usercpu_time_millis 11063.033385999974 usercpu_time_millis 11361.277808999943 usercpu_time_millis 11091.18503100001 usercpu_time_millis 10810.078789999978 usercpu_time_millis 10809.385213999974 usercpu_time_millis_testing 81.177877000016 usercpu_time_millis_testing 76.40675499999361 usercpu_time_millis_testing 81.09971400000404 usercpu_time_millis_testing 82.21783800001958 usercpu_time_millis_testing 82.17212600004586 usercpu_time_millis_testing 81.29440499999419 usercpu_time_millis_testing 81.5633429999707 usercpu_time_millis_testing 81.18260800000598 usercpu_time_millis_testing 81.57861699999103 usercpu_time_millis_testing 81.12879800000883 usercpu_time_millis_training 11057.643443000017 usercpu_time_millis_training 10618.44712200002 usercpu_time_millis_training 10567.603990999998 usercpu_time_millis_training 11025.241653999956 usercpu_time_millis_training 10734.825888999978 usercpu_time_millis_training 10981.738980999979 usercpu_time_millis_training 11279.714465999972 usercpu_time_millis_training 11010.002423000004 usercpu_time_millis_training 10728.500172999986 usercpu_time_millis_training 10728.256415999966