10377629 8323 Heinrich Peters 3549 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8232093 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "median" 12737 verbose 0 12737 copy true 13294 with_mean true 13294 with_std true 13294 C 9.339710511551345 13389 cache_size 200 13389 class_weight null 13389 coef0 0.337053027328879 13389 decision_function_shape "ovr" 13389 degree 4 13389 gamma 0.00010540113930339539 13389 kernel "poly" 13389 max_iter -1 13389 probability false 13389 random_state 1 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. 458 analcatdata_authorship https://www.openml.org/data/download/52570/analcatdata_authorship.arff -1 21676967 description https://api.openml.org/data/download/21676967/description.xml -1 21676968 predictions https://api.openml.org/data/download/21676968/predictions.arff area_under_roc_curve 0.8079758474506971 [0.86612,0.932693,0.5,0.585957] average_cost 0 kappa 0.6209920780442976 kb_relative_information_score 0.596139042655178 mean_absolute_error 0.12128418549346016 mean_prior_absolute_error 0.3438742269346884 number_of_instances 841 [317,296,55,173] predictive_accuracy 0.7574316290130797 prior_entropy 1.7874257213274838 recall 0.7574316290130797 [0.993691,0.986486,0,0.17341] relative_absolute_error 0.3526992603504871 root_mean_prior_squared_error 0.41456416029192655 root_mean_squared_error 0.34825879097800266 root_relative_squared_error 0.8400600542332622 total_cost 0 area_under_roc_curve 0.8133790737564323 [0.867925,0.912121,0.5,0.647059] area_under_roc_curve 0.8091168091168092 [0.846154,0.962963,0.5,0.558824] area_under_roc_curve 0.790954415954416 [0.855769,0.935185,0.5,0.5] area_under_roc_curve 0.8005698005698006 [0.865385,0.935185,0.5,0.529412] area_under_roc_curve 0.8002136752136751 [0.840144,0.944444,0.5,0.558824] area_under_roc_curve 0.8201566951566951 [0.894231,0.909259,0.5,0.617647] area_under_roc_curve 0.820979020979021 [0.86899,0.936364,0.5,0.647059] area_under_roc_curve 0.8246712407089765 [0.886792,0.945455,0.5,0.631313] area_under_roc_curve 0.8133790737564323 [0.867925,0.928213,0.5,0.638889] area_under_roc_curve 0.7861063464837049 [0.867925,0.918182,0.5,0.527778] 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 0.6342512908777967 kappa 0.6238244514106583 kappa 0.5839711841512832 kappa 0.6042180839129458 kappa 0.6053691275167785 kappa 0.6454908929364728 kappa 0.6493078444297957 kappa 0.6530434782608696 kappa 0.6335877862595419 kappa 0.5745430521911473 kb_relative_information_score 0.608820619464757 kb_relative_information_score 0.6015025752815939 kb_relative_information_score 0.5663663777175167 kb_relative_information_score 0.5839344764995554 kb_relative_information_score 0.5874408950763658 kb_relative_information_score 0.6222933746638546 kb_relative_information_score 0.6193117955176437 kb_relative_information_score 0.6180599937074017 kb_relative_information_score 0.604023894258955 kb_relative_information_score 0.5493027299494972 mean_absolute_error 0.11764705882352941 mean_absolute_error 0.11904761904761904 mean_absolute_error 0.13095238095238096 mean_absolute_error 0.125 mean_absolute_error 0.125 mean_absolute_error 0.1130952380952381 mean_absolute_error 0.1130952380952381 mean_absolute_error 0.1130952380952381 mean_absolute_error 0.11904761904761904 mean_absolute_error 0.13690476190476192 mean_prior_absolute_error 0.3442046641141667 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.3427444350521277 mean_prior_absolute_error 0.34444209636517364 mean_prior_absolute_error 0.34545646661031304 mean_prior_absolute_error 0.34545646661031304 mean_prior_absolute_error 0.34545646661031304 number_of_instances 85 [32,30,6,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,29,6,17] number_of_instances 84 [31,29,6,18] number_of_instances 84 [31,29,6,18] number_of_instances 84 [31,29,6,18] predictive_accuracy 0.7647058823529411 predictive_accuracy 0.7619047619047619 predictive_accuracy 0.7380952380952381 predictive_accuracy 0.75 predictive_accuracy 0.75 predictive_accuracy 0.7738095238095238 predictive_accuracy 0.7738095238095238 predictive_accuracy 0.7738095238095238 predictive_accuracy 0.7619047619047619 predictive_accuracy 0.7261904761904762 prior_entropy 1.7955605058178263 prior_entropy 1.7703236950643249 prior_entropy 1.7703236950643249 prior_entropy 1.7703236950643249 prior_entropy 1.7703236950643249 prior_entropy 1.7703236950643249 prior_entropy 1.7989780307636483 prior_entropy 1.8093344528997866 prior_entropy 1.8093344528997866 prior_entropy 1.8093344528997866 recall 0.7647058823529411 [1,0.933333,0,0.294118] recall 0.7619047619047619 [1,1,0,0.117647] recall 0.7380952380952381 [1,1,0,0] recall 0.75 [1,1,0,0.058824] recall 0.75 [0.96875,1,0,0.117647] recall 0.7738095238095238 [1,0.966667,0,0.235294] recall 0.7738095238095238 [0.96875,1,0,0.294118] recall 0.7738095238095238 [1,1,0,0.277778] recall 0.7619047619047619 [1,0.965517,0,0.277778] recall 0.7261904761904762 [1,1,0,0.055556] relative_absolute_error 0.3417939124279499 relative_absolute_error 0.34733640249917747 relative_absolute_error 0.38207004274909534 relative_absolute_error 0.36470322262413646 relative_absolute_error 0.36470322262413646 relative_absolute_error 0.3299695823742187 relative_absolute_error 0.3283432521422579 relative_absolute_error 0.3273791317469054 relative_absolute_error 0.3446096123651635 relative_absolute_error 0.3963010542199381 root_mean_prior_squared_error 0.4149625045447236 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.41319928740982936 root_mean_prior_squared_error 0.4152484947944263 root_mean_prior_squared_error 0.416468105230372 root_mean_prior_squared_error 0.416468105230372 root_mean_prior_squared_error 0.416468105230372 root_mean_squared_error 0.3429971702850177 root_mean_squared_error 0.3450327796711771 root_mean_squared_error 0.36187343222787294 root_mean_squared_error 0.3535533905932738 root_mean_squared_error 0.3535533905932738 root_mean_squared_error 0.33629635456727464 root_mean_squared_error 0.33629635456727464 root_mean_squared_error 0.33629635456727464 root_mean_squared_error 0.3450327796711771 root_mean_squared_error 0.37000643495047747 root_relative_squared_error 0.8265738868656031 root_relative_squared_error 0.8350275283242642 root_relative_squared_error 0.8757842601721402 root_relative_squared_error 0.8556485970959671 root_relative_squared_error 0.8556485970959671 root_relative_squared_error 0.8138841590830747 root_relative_squared_error 0.8098677268746323 root_relative_squared_error 0.8074960611479483 root_relative_squared_error 0.8284734781318248 root_relative_squared_error 0.8884388271361285 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 108.71284699999251 usercpu_time_millis 106.74948599998402 usercpu_time_millis 106.23273300001301 usercpu_time_millis 103.09339299999465 usercpu_time_millis 106.01329199997167 usercpu_time_millis 107.35601199999678 usercpu_time_millis 105.81374099999152 usercpu_time_millis 107.80180400001882 usercpu_time_millis 107.04152300002079 usercpu_time_millis 105.8882750000123 usercpu_time_millis_testing 8.957156000008126 usercpu_time_millis_testing 8.818128999990904 usercpu_time_millis_testing 8.639977000001409 usercpu_time_millis_testing 8.43239799999651 usercpu_time_millis_testing 8.71178499997427 usercpu_time_millis_testing 8.698999000017693 usercpu_time_millis_testing 8.665810999985979 usercpu_time_millis_testing 8.811731000008649 usercpu_time_millis_testing 8.820971000005784 usercpu_time_millis_testing 8.595519000010654 usercpu_time_millis_training 99.75569099998438 usercpu_time_millis_training 97.93135699999311 usercpu_time_millis_training 97.5927560000116 usercpu_time_millis_training 94.66099499999814 usercpu_time_millis_training 97.3015069999974 usercpu_time_millis_training 98.65701299997909 usercpu_time_millis_training 97.14793000000554 usercpu_time_millis_training 98.99007300001017 usercpu_time_millis_training 98.220552000015 usercpu_time_millis_training 97.29275600000165 wall_clock_time_millis 108.72340202331543 wall_clock_time_millis 106.7652702331543 wall_clock_time_millis 106.25743865966797 wall_clock_time_millis 103.1026840209961 wall_clock_time_millis 106.03046417236328 wall_clock_time_millis 107.37204551696777 wall_clock_time_millis 105.82780838012695 wall_clock_time_millis 107.8188419342041 wall_clock_time_millis 107.05757141113281 wall_clock_time_millis 105.89790344238281 wall_clock_time_millis_testing 8.963584899902344 wall_clock_time_millis_testing 8.828163146972656 wall_clock_time_millis_testing 8.65793228149414 wall_clock_time_millis_testing 8.437633514404297 wall_clock_time_millis_testing 8.720874786376953 wall_clock_time_millis_testing 8.709192276000977 wall_clock_time_millis_testing 8.673667907714844 wall_clock_time_millis_testing 8.821249008178711 wall_clock_time_millis_testing 8.829832077026367 wall_clock_time_millis_testing 8.601903915405273 wall_clock_time_millis_training 99.75981712341309 wall_clock_time_millis_training 97.93710708618164 wall_clock_time_millis_training 97.59950637817383 wall_clock_time_millis_training 94.6650505065918 wall_clock_time_millis_training 97.30958938598633 wall_clock_time_millis_training 98.6628532409668 wall_clock_time_millis_training 97.15414047241211 wall_clock_time_millis_training 98.99759292602539 wall_clock_time_millis_training 98.22773933410645 wall_clock_time_millis_training 97.29599952697754