10319572 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) 8175277 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "most_frequent" 12737 verbose 0 12737 C 2854.2115055717222 13389 cache_size 200 13389 class_weight null 13389 coef0 0.9097801350305286 13389 decision_function_shape "ovr" 13389 degree 2 13389 gamma 0.0594124208513135 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 26215 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 21560830 description https://api.openml.org/data/download/21560830/description.xml -1 21560831 predictions https://api.openml.org/data/download/21560831/predictions.arff area_under_roc_curve 1 [1,1] average_cost 0 f_measure 1 [1,1] kappa 1 kb_relative_information_score 1 mean_absolute_error 0 mean_prior_absolute_error 0.45300756784968915 number_of_instances 958 [332,626] precision 1 [1,1] predictive_accuracy 1 prior_entropy 0.9309543116818706 recall 1 [1,1] relative_absolute_error 0 root_mean_prior_squared_error 0.47587270721768155 root_mean_squared_error 0 root_relative_squared_error 0 total_cost 0 area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] 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 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 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 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 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 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 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 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 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 71.05076200002713 usercpu_time_millis 72.18171700003495 usercpu_time_millis 73.19450499994673 usercpu_time_millis 73.75050099994951 usercpu_time_millis 75.32915000001594 usercpu_time_millis 71.16724899992732 usercpu_time_millis 70.33353600002101 usercpu_time_millis 72.97009500007334 usercpu_time_millis 74.69662800008336 usercpu_time_millis 71.74394000003304 usercpu_time_millis_testing 5.296750999946198 usercpu_time_millis_testing 5.341176000001724 usercpu_time_millis_testing 5.3504659999816795 usercpu_time_millis_testing 5.461861999947359 usercpu_time_millis_testing 5.59587299994746 usercpu_time_millis_testing 5.4216559999531455 usercpu_time_millis_testing 5.574733000003107 usercpu_time_millis_testing 5.401806000008946 usercpu_time_millis_testing 5.460305000042354 usercpu_time_millis_testing 5.384788000014851 usercpu_time_millis_training 65.75401100008094 usercpu_time_millis_training 66.84054100003323 usercpu_time_millis_training 67.84403899996505 usercpu_time_millis_training 68.28863900000215 usercpu_time_millis_training 69.73327700006848 usercpu_time_millis_training 65.74559299997418 usercpu_time_millis_training 64.7588030000179 usercpu_time_millis_training 67.5682890000644 usercpu_time_millis_training 69.23632300004101 usercpu_time_millis_training 66.35915200001818 wall_clock_time_millis 71.14195823669434 wall_clock_time_millis 72.5548267364502 wall_clock_time_millis 73.21739196777344 wall_clock_time_millis 73.8222599029541 wall_clock_time_millis 89.14780616760254 wall_clock_time_millis 71.2137222290039 wall_clock_time_millis 70.35398483276367 wall_clock_time_millis 73.29607009887695 wall_clock_time_millis 74.71346855163574 wall_clock_time_millis 71.76327705383301 wall_clock_time_millis_testing 5.335807800292969 wall_clock_time_millis_testing 5.352497100830078 wall_clock_time_millis_testing 5.36036491394043 wall_clock_time_millis_testing 5.469560623168945 wall_clock_time_millis_testing 5.60450553894043 wall_clock_time_millis_testing 5.458593368530273 wall_clock_time_millis_testing 5.585432052612305 wall_clock_time_millis_testing 5.4111480712890625 wall_clock_time_millis_testing 5.470752716064453 wall_clock_time_millis_testing 5.395650863647461 wall_clock_time_millis_training 65.80615043640137 wall_clock_time_millis_training 67.20232963562012 wall_clock_time_millis_training 67.85702705383301 wall_clock_time_millis_training 68.35269927978516 wall_clock_time_millis_training 83.54330062866211 wall_clock_time_millis_training 65.75512886047363 wall_clock_time_millis_training 64.76855278015137 wall_clock_time_millis_training 67.88492202758789 wall_clock_time_millis_training 69.24271583557129 wall_clock_time_millis_training 66.36762619018555