10454992 12269 Marc Zöller 3735 Supervised Classification predictive_accuracy 17803 sklearn.pipeline.Pipeline(step_0=sklearn.preprocessing._discretization.KBinsDiscretizer,step_1=sklearn.tree._classes.DecisionTreeClassifier)(1) 8266815 ccp_alpha 0.9676839726636844 17504 class_weight null 17504 criterion "entropy" 17504 max_depth 82 17504 max_features 0.9257389219067881 17504 max_leaf_nodes 2844 17504 min_impurity_decrease 0.16938250465534974 17504 min_impurity_split null 17504 min_samples_leaf 0.21071484942546828 17504 min_samples_split 0.20657255446817513 17504 min_weight_fraction_leaf 0.3677726278513144 17504 presort "deprecated" 17504 random_state 42 17504 splitter "best" 17504 encode "onehot" 17785 n_bins 58 17785 strategy "uniform" 17785 memory null 17803 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "step_0", "step_name": "step_0"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "step_1", "step_name": "step_1"}}] 17803 verbose false 17803 automl_meta_features openml-python Sklearn_0.22.1. 871 pollen https://www.openml.org/data/download/53405/pollen.arff -1 21834603 description https://api.openml.org/data/download/21834603/description.xml -1 21834604 predictions https://api.openml.org/data/download/21834604/predictions.arff area_under_roc_curve 0.4987530309775632 [0.498753,0.498753] average_cost 0 f_measure 0.4939207271552496 [0.544423,0.443418] kappa -0.0020790020790020236 kb_relative_information_score -0.0000008659927848162846 mean_absolute_error 0.5000003001735648 mean_prior_absolute_error 0.5 weighted_recall 0.498960498960499 [0.598753,0.399168] number_of_instances 3848 [1924,1924] precision 0.4989173737873911 [0.499133,0.498701] predictive_accuracy 0.49896049896049893 prior_entropy 1 relative_absolute_error 1.0000006003471296 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.5000003168593994 root_relative_squared_error 1.0000006337187988 total_cost 0 unweighted_recall 0.498960498960499 [0.598753,0.399168] 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 -0.0000010819286480432024 kb_relative_information_score -0.0000010819286480432024 kb_relative_information_score -0.0000010819286480432024 kb_relative_information_score -0.0000010819286480432024 kb_relative_information_score -0.0000010819286480432024 kb_relative_information_score -0.0000010819286480432024 kb_relative_information_score -0.0000010819286480432024 kb_relative_information_score -0.0000010819286480432024 kb_relative_information_score 0 kb_relative_information_score 0 mean_absolute_error 0.5000003750220303 mean_absolute_error 0.5000003750220303 mean_absolute_error 0.5000003750220303 mean_absolute_error 0.5000003750220303 mean_absolute_error 0.5000003750220348 mean_absolute_error 0.5000003750220348 mean_absolute_error 0.5000003750220348 mean_absolute_error 0.5000003750220348 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 number_of_instances 385 [192,193] number_of_instances 385 [192,193] number_of_instances 385 [192,193] number_of_instances 385 [192,193] number_of_instances 385 [193,192] number_of_instances 385 [193,192] number_of_instances 385 [193,192] number_of_instances 385 [193,192] number_of_instances 384 [192,192] number_of_instances 384 [192,192] predictive_accuracy 0.4987012987012987 predictive_accuracy 0.4987012987012987 predictive_accuracy 0.4987012987012987 predictive_accuracy 0.4987012987012987 predictive_accuracy 0.4987012987012987 predictive_accuracy 0.4987012987012987 predictive_accuracy 0.4987012987012987 predictive_accuracy 0.4987012987012987 predictive_accuracy 0.5 predictive_accuracy 0.5 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 relative_absolute_error 1.0000007500440606 relative_absolute_error 1.0000007500440606 relative_absolute_error 1.0000007500440606 relative_absolute_error 1.0000007500440606 relative_absolute_error 1.0000007500440695 relative_absolute_error 1.0000007500440695 relative_absolute_error 1.0000007500440695 relative_absolute_error 1.0000007500440695 relative_absolute_error 1 relative_absolute_error 1 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.5000003958684678 root_mean_squared_error 0.5000003958684678 root_mean_squared_error 0.5000003958684678 root_mean_squared_error 0.5000003958684678 root_mean_squared_error 0.5000003958684667 root_mean_squared_error 0.5000003958684667 root_mean_squared_error 0.5000003958684667 root_mean_squared_error 0.5000003958684667 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_relative_squared_error 1.0000007917369356 root_relative_squared_error 1.0000007917369356 root_relative_squared_error 1.0000007917369356 root_relative_squared_error 1.0000007917369356 root_relative_squared_error 1.0000007917369333 root_relative_squared_error 1.0000007917369333 root_relative_squared_error 1.0000007917369333 root_relative_squared_error 1.0000007917369333 root_relative_squared_error 1 root_relative_squared_error 1 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 unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [0,1] unweighted_recall 0.5 [0,1] unweighted_recall 0.5 [0,1] unweighted_recall 0.5 [0,1] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] usercpu_time_millis 15.625 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 15.625 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 wall_clock_time_millis 10.871410369873047 wall_clock_time_millis 6.22105598449707 wall_clock_time_millis 5.843162536621094 wall_clock_time_millis 5.9566497802734375 wall_clock_time_millis 5.966901779174805 wall_clock_time_millis 5.826234817504883 wall_clock_time_millis 5.760669708251953 wall_clock_time_millis 5.717277526855469 wall_clock_time_millis 5.655527114868164 wall_clock_time_millis 6.09278678894043 wall_clock_time_millis_testing 1.424551010131836 wall_clock_time_millis_testing 1.0602474212646484 wall_clock_time_millis_testing 1.1186599731445312 wall_clock_time_millis_testing 1.1129379272460938 wall_clock_time_millis_testing 1.0678768157958984 wall_clock_time_millis_testing 1.1212825775146484 wall_clock_time_millis_testing 1.1188983917236328 wall_clock_time_millis_testing 1.0268688201904297 wall_clock_time_millis_testing 1.1510848999023438 wall_clock_time_millis_testing 1.0745525360107422 wall_clock_time_millis_training 9.446859359741211 wall_clock_time_millis_training 5.160808563232422 wall_clock_time_millis_training 4.7245025634765625 wall_clock_time_millis_training 4.843711853027344 wall_clock_time_millis_training 4.899024963378906 wall_clock_time_millis_training 4.704952239990234 wall_clock_time_millis_training 4.64177131652832 wall_clock_time_millis_training 4.690408706665039 wall_clock_time_millis_training 4.50444221496582 wall_clock_time_millis_training 5.0182342529296875 weighted_recall 0.4987012987012987 [1,0] weighted_recall 0.4987012987012987 [1,0] weighted_recall 0.4987012987012987 [1,0] weighted_recall 0.4987012987012987 [1,0] weighted_recall 0.4987012987012987 [0,1] weighted_recall 0.4987012987012987 [0,1] weighted_recall 0.4987012987012987 [0,1] weighted_recall 0.4987012987012987 [0,1] weighted_recall 0.5 [1,0] weighted_recall 0.5 [1,0]