10228427 6138 Felix Neutatz 3638 Supervised Classification predictive_accuracy 12390 sklearn.pipeline.C376a552d71dcf0(n6=sklearn.compose._column_transformer.C376a552d71d62f(n7=sklearn.preprocessing._function_transformer.C376a552d71d401),n8=fastsklearnfeature.transformations.mdlp_discretization.MDLPDiscretizerTransformation.C376a552d71d931,c=sklearn.linear_model.logistic.LogisticRegression)(1) 8153685 C 0.001 9801 class_weight "balanced" 9801 dual false 9801 fit_intercept true 9801 intercept_scaling 1 9801 max_iter 10000 9801 multi_class "auto" 9801 n_jobs null 9801 penalty "l2" 9801 random_state 13893 9801 solver "lbfgs" 9801 tol 0.0001 9801 verbose 0 9801 warm_start false 9801 memory null 12390 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "n6", "step_name": "n6"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "n8", "step_name": "n8"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "c", "step_name": "c"}}] 12390 n_jobs null 12391 remainder "drop" 12391 sparse_threshold 0.3 12391 transformer_weights null 12391 transformers [{"oml-python:serialized_object": "component_reference", "value": {"key": "n7", "step_name": "n7", "argument_1": [0]}}] 12391 accept_sparse false 12392 check_inverse true 12392 func {"oml-python:serialized_object": "function", "value": "fastsklearnfeature.candidates.Identity.identity"} 12392 inv_kw_args null 12392 inverse_func null 12392 kw_args null 12392 pass_y "deprecated" 12392 validate false 12392 ComplexityDriven openml-python Sklearn_0.20.3. 772 quake https://www.openml.org/data/download/53306/quake.arff -1 21378089 description https://api.openml.org/data/download/21378089/description.xml -1 21378090 predictions https://api.openml.org/data/download/21378090/predictions.arff area_under_roc_curve 0.5 [0.5,0.5] average_cost 0 kappa 0 kb_relative_information_score -0.018706494156843844 mean_absolute_error 0.5 mean_prior_absolute_error 0.49393433922207364 number_of_instances 2178 [1209,969] predictive_accuracy 0.5550964187327824 prior_entropy 0.9912232605233271 recall 0.5550964187327824 [1,0] relative_absolute_error 1.0122802977972325 root_mean_prior_squared_error 0.4969551158785204 root_mean_squared_error 0.5 root_relative_squared_error 1.0061270807447003 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] 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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score -0.01868902826242851 kb_relative_information_score -0.01868902826242851 kb_relative_information_score -0.01868902826242851 kb_relative_information_score -0.01868902826242851 kb_relative_information_score -0.01868902826242851 kb_relative_information_score -0.01868902826242851 kb_relative_information_score -0.01868902826242851 kb_relative_information_score -0.01868902826242851 kb_relative_information_score -0.017980991258074886 kb_relative_information_score -0.0195735604066009 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_prior_absolute_error 0.49393990404848304 mean_prior_absolute_error 0.49393990404848304 mean_prior_absolute_error 0.49393990404848304 mean_prior_absolute_error 0.49393990404848304 mean_prior_absolute_error 0.49393990404848304 mean_prior_absolute_error 0.49393990404848304 mean_prior_absolute_error 0.49393990404848304 mean_prior_absolute_error 0.49393990404848304 mean_prior_absolute_error 0.4941656449499029 mean_prior_absolute_error 0.4936583097281551 number_of_instances 218 [121,97] number_of_instances 218 [121,97] number_of_instances 218 [121,97] number_of_instances 218 [121,97] number_of_instances 218 [121,97] number_of_instances 218 [121,97] number_of_instances 218 [121,97] number_of_instances 218 [121,97] number_of_instances 217 [120,97] number_of_instances 217 [121,96] predictive_accuracy 0.555045871559633 predictive_accuracy 0.555045871559633 predictive_accuracy 0.555045871559633 predictive_accuracy 0.555045871559633 predictive_accuracy 0.555045871559633 predictive_accuracy 0.555045871559633 predictive_accuracy 0.555045871559633 predictive_accuracy 0.555045871559633 predictive_accuracy 0.5529953917050691 predictive_accuracy 0.5576036866359447 prior_entropy 0.9912393825641808 prior_entropy 0.9912393825641808 prior_entropy 0.9912393825641808 prior_entropy 0.9912393825641808 prior_entropy 0.9912393825641808 prior_entropy 0.9912393825641808 prior_entropy 0.9912393825641808 prior_entropy 0.9912393825641808 prior_entropy 0.9918933839239128 prior_entropy 0.9904235664350305 recall 0.555045871559633 [1,0] recall 0.555045871559633 [1,0] recall 0.555045871559633 [1,0] recall 0.555045871559633 [1,0] recall 0.555045871559633 [1,0] recall 0.555045871559633 [1,0] recall 0.555045871559633 [1,0] recall 0.555045871559633 [1,0] recall 0.5529953917050692 [1,0] recall 0.5576036866359447 [1,0] relative_absolute_error 1.012268893243584 relative_absolute_error 1.012268893243584 relative_absolute_error 1.012268893243584 relative_absolute_error 1.012268893243584 relative_absolute_error 1.012268893243584 relative_absolute_error 1.012268893243584 relative_absolute_error 1.012268893243584 relative_absolute_error 1.012268893243584 relative_absolute_error 1.0118064764512082 relative_absolute_error 1.0128463152485716 root_mean_prior_squared_error 0.4969607147695292 root_mean_prior_squared_error 0.4969607147695292 root_mean_prior_squared_error 0.4969607147695292 root_mean_prior_squared_error 0.4969607147695292 root_mean_prior_squared_error 0.4969607147695292 root_mean_prior_squared_error 0.4969607147695292 root_mean_prior_squared_error 0.4969607147695292 root_mean_prior_squared_error 0.4969607147695292 root_mean_prior_squared_error 0.4971877843689055 root_mean_prior_squared_error 0.49667731748481675 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_relative_squared_error 1.0061157454505842 root_relative_squared_error 1.0061157454505842 root_relative_squared_error 1.0061157454505842 root_relative_squared_error 1.0061157454505842 root_relative_squared_error 1.0061157454505842 root_relative_squared_error 1.0061157454505842 root_relative_squared_error 1.0061157454505842 root_relative_squared_error 1.0061157454505842 root_relative_squared_error 1.0056562444201322 root_relative_squared_error 1.0066898213351263 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 55.82161999999968 usercpu_time_millis 52.926672000000785 usercpu_time_millis 52.029276000000735 usercpu_time_millis 50.059717999999975 usercpu_time_millis 51.022100999999154 usercpu_time_millis 50.566463000000006 usercpu_time_millis 50.11293799999983 usercpu_time_millis 50.81148799999902 usercpu_time_millis 49.1417270000003 usercpu_time_millis 50.98128399999968 usercpu_time_millis_testing 0.5810510000001656 usercpu_time_millis_testing 0.5985580000000823 usercpu_time_millis_testing 0.574918000000757 usercpu_time_millis_testing 0.6093299999996304 usercpu_time_millis_testing 0.5936639999992721 usercpu_time_millis_testing 0.5754630000005534 usercpu_time_millis_testing 0.5783399999996774 usercpu_time_millis_testing 0.5482069999995787 usercpu_time_millis_testing 0.5807390000001078 usercpu_time_millis_testing 0.6226809999994032 usercpu_time_millis_training 55.24056899999952 usercpu_time_millis_training 52.3281140000007 usercpu_time_millis_training 51.45435799999998 usercpu_time_millis_training 49.450388000000345 usercpu_time_millis_training 50.42843699999988 usercpu_time_millis_training 49.99099999999945 usercpu_time_millis_training 49.53459800000015 usercpu_time_millis_training 50.26328099999944 usercpu_time_millis_training 48.560988000000194 usercpu_time_millis_training 50.35860300000028