10331178 8323 Heinrich Peters 49 Supervised Classification 16347 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,onehotencoder=sklearn.preprocessing._encoders.OneHotEncoder,svc=sklearn.svm.classes.SVC)(1) 8186745 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "most_frequent" 12737 verbose 0 12737 C 92.73723706816457 13389 cache_size 200 13389 class_weight null 13389 coef0 0.7680437918557426 13389 decision_function_shape "ovr" 13389 degree 4 13389 gamma 0.3495643019150605 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 6962 13389 shrinking true 13389 tol 0.001 13389 verbose false 13389 memory null 16347 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}] 16347 verbose false 16347 categorical_features null 16348 categories null 16348 drop null 16348 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 16348 handle_unknown "ignore" 16348 n_values null 16348 sparse true 16348 openml-python Sklearn_0.21.2. 50 tic-tac-toe https://www.openml.org/data/download/50/dataset_50_tic-tac-toe.arff -1 21584055 description https://api.openml.org/data/download/21584055/description.xml -1 21584056 predictions https://api.openml.org/data/download/21584056/predictions.arff area_under_roc_curve 0.9879518072289156 [0.987952,0.987952] average_cost 0 f_measure 0.9916248604776533 [0.987805,0.993651] kappa 0.9814571074636109 kb_relative_information_score 0.9807853694662753 mean_absolute_error 0.008350730688935281 mean_prior_absolute_error 0.45300756784968915 number_of_instances 958 [332,626] precision 0.9917546413071395 [1,0.987382] predictive_accuracy 0.9916492693110648 prior_entropy 0.9309543116818706 recall 0.9916492693110647 [0.975904,1] relative_absolute_error 0.01843397612224021 root_mean_prior_squared_error 0.47587270721768155 root_mean_squared_error 0.09138233247699076 root_relative_squared_error 0.1920310433672111 total_cost 0 area_under_roc_curve 0.9696969696969697 [0.969697,0.969697] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9696969696969697 [0.969697,0.969697] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9852941176470589 [0.985294,0.985294] area_under_roc_curve 0.9705882352941178 [0.970588,0.970588] area_under_roc_curve 0.9848484848484849 [0.984848,0.984848] area_under_roc_curve 1 [1,1] 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 0.97900390625 [0.96875,0.984375] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 0.97900390625 [0.96875,0.984375] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 0.989547263681592 [0.985075,0.992] f_measure 0.979016354016354 [0.969697,0.984127] f_measure 0.9894348178137651 [0.984615,0.992] f_measure 1 [1,1] kappa 0.953147877013177 kappa 1 kappa 1 kappa 0.953147877013177 kappa 1 kappa 1 kappa 0.9770773638968482 kappa 0.9538461538461538 kappa 0.9766182623677085 kappa 1 kb_relative_information_score 0.9519312603901624 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 0.9519312603901624 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 0.9762093256076048 kb_relative_information_score 0.9524186512152097 kb_relative_information_score 0.975798749832055 kb_relative_information_score 1 mean_absolute_error 0.020833333333333332 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0.020833333333333332 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0.010416666666666666 mean_absolute_error 0.020833333333333332 mean_absolute_error 0.010526315789473684 mean_absolute_error 0 mean_prior_absolute_error 0.45214843750000067 mean_prior_absolute_error 0.45214843750000067 mean_prior_absolute_error 0.45214843750000067 mean_prior_absolute_error 0.45214843750000067 mean_prior_absolute_error 0.45214843750000067 mean_prior_absolute_error 0.45214843750000067 mean_prior_absolute_error 0.4553385416666673 mean_prior_absolute_error 0.4553385416666673 mean_prior_absolute_error 0.45325657894736904 mean_prior_absolute_error 0.45325657894736904 number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [34,62] number_of_instances 96 [34,62] number_of_instances 95 [33,62] number_of_instances 95 [33,62] precision 0.9798076923076923 [1,0.969231] precision 1 [1,1] precision 1 [1,1] precision 0.9798076923076923 [1,0.969231] precision 1 [1,1] precision 1 [1,1] precision 0.9897486772486772 [1,0.984127] precision 0.9798177083333334 [1,0.96875] precision 0.989640768588137 [1,0.984127] precision 1 [1,1] predictive_accuracy 0.9791666666666667 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9791666666666667 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9895833333333333 predictive_accuracy 0.9791666666666667 predictive_accuracy 0.9894736842105263 predictive_accuracy 1 prior_entropy 0.9283932104014351 prior_entropy 0.9283932104014351 prior_entropy 0.9283932104014351 prior_entropy 0.9283932104014351 prior_entropy 0.9283932104014351 prior_entropy 0.9283932104014351 prior_entropy 0.9379030360861306 prior_entropy 0.9379030360861306 prior_entropy 0.9316966235340134 prior_entropy 0.9316966235340134 recall 0.9791666666666666 [0.939394,1] recall 1 [1,1] recall 1 [1,1] recall 0.9791666666666666 [0.939394,1] recall 1 [1,1] recall 1 [1,1] recall 0.9895833333333334 [0.970588,1] recall 0.9791666666666666 [0.941176,1] recall 0.9894736842105263 [0.969697,1] recall 1 [1,1] relative_absolute_error 0.04607631389488834 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0.04607631389488834 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0.02287675150128678 relative_absolute_error 0.04575350300257356 relative_absolute_error 0.023223746280571854 relative_absolute_error 0 root_mean_prior_squared_error 0.47496916018305874 root_mean_prior_squared_error 0.47496916018305874 root_mean_prior_squared_error 0.47496916018305874 root_mean_prior_squared_error 0.47496916018305874 root_mean_prior_squared_error 0.47496916018305874 root_mean_prior_squared_error 0.47496916018305874 root_mean_prior_squared_error 0.4783155938203006 root_mean_prior_squared_error 0.4783155938203006 root_mean_prior_squared_error 0.4761342715793188 root_mean_prior_squared_error 0.4761342715793188 root_mean_squared_error 0.14433756729740643 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0.14433756729740643 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0.10206207261596575 root_mean_squared_error 0.14433756729740643 root_mean_squared_error 0.10259783520851541 root_mean_squared_error 0 root_relative_squared_error 0.30388829296154096 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.30388829296154096 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.21337810001300034 root_relative_squared_error 0.3017622029517878 root_relative_squared_error 0.2154808870787696 root_relative_squared_error 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 total_cost 0 usercpu_time_millis 138.13729400010288 usercpu_time_millis 137.25426199994217 usercpu_time_millis 137.2340399998393 usercpu_time_millis 137.4559529999715 usercpu_time_millis 137.4021700000867 usercpu_time_millis 138.5988230000521 usercpu_time_millis 139.1010140000617 usercpu_time_millis 139.572449999946 usercpu_time_millis 138.42108200003622 usercpu_time_millis 135.02134399993793 usercpu_time_millis_testing 11.375573000009354 usercpu_time_millis_testing 11.390249999976731 usercpu_time_millis_testing 11.252436999939164 usercpu_time_millis_testing 11.217984000040815 usercpu_time_millis_testing 11.25566800010347 usercpu_time_millis_testing 11.389710000003106 usercpu_time_millis_testing 11.390746000074614 usercpu_time_millis_testing 11.411662999989858 usercpu_time_millis_testing 11.08697500001199 usercpu_time_millis_testing 11.135266999986015 usercpu_time_millis_training 126.76172100009353 usercpu_time_millis_training 125.86401199996544 usercpu_time_millis_training 125.98160299990013 usercpu_time_millis_training 126.23796899993067 usercpu_time_millis_training 126.14650199998323 usercpu_time_millis_training 127.209113000049 usercpu_time_millis_training 127.71026799998708 usercpu_time_millis_training 128.16078699995614 usercpu_time_millis_training 127.33410700002423 usercpu_time_millis_training 123.88607699995191 wall_clock_time_millis 138.34691047668457 wall_clock_time_millis 137.33816146850586 wall_clock_time_millis 137.80975341796875 wall_clock_time_millis 137.51697540283203 wall_clock_time_millis 137.4819278717041 wall_clock_time_millis 138.71526718139648 wall_clock_time_millis 139.15348052978516 wall_clock_time_millis 139.62030410766602 wall_clock_time_millis 172.24812507629395 wall_clock_time_millis 151.11327171325684 wall_clock_time_millis_testing 11.384010314941406 wall_clock_time_millis_testing 11.402130126953125 wall_clock_time_millis_testing 11.26408576965332 wall_clock_time_millis_testing 11.228799819946289 wall_clock_time_millis_testing 11.265993118286133 wall_clock_time_millis_testing 11.426925659179688 wall_clock_time_millis_testing 11.408567428588867 wall_clock_time_millis_testing 11.423587799072266 wall_clock_time_millis_testing 11.098384857177734 wall_clock_time_millis_testing 11.153221130371094 wall_clock_time_millis_training 126.96290016174316 wall_clock_time_millis_training 125.93603134155273 wall_clock_time_millis_training 126.54566764831543 wall_clock_time_millis_training 126.28817558288574 wall_clock_time_millis_training 126.21593475341797 wall_clock_time_millis_training 127.2883415222168 wall_clock_time_millis_training 127.74491310119629 wall_clock_time_millis_training 128.19671630859375 wall_clock_time_millis_training 161.1497402191162 wall_clock_time_millis_training 139.96005058288574