10160743 287 Hugo Spee 9 Supervised Classification predictive_accuracy 8879 sklearn.pipeline.Pipeline(imputer=sklearn.impute.SimpleImputer,estimator=sklearn.ensemble.forest.RandomForestClassifier)(1) 8086232 bootstrap true 8871 class_weight null 8871 criterion "gini" 8871 max_depth null 8871 max_features null 8871 max_leaf_nodes null 8871 min_impurity_decrease 0.0 8871 min_impurity_split null 8871 min_samples_leaf 1 8871 min_samples_split 2 8871 min_weight_fraction_leaf 0.0 8871 n_estimators 10 8871 n_jobs null 8871 oob_score false 8871 random_state 36953 8871 verbose 0 8871 warm_start false 8871 copy true 8877 fill_value null 8877 missing_values NaN 8877 strategy "mean" 8877 verbose 0 8877 memory null 8879 auto-jupyter-notebook openml-python Sklearn_0.20.1. 9 autos https://www.openml.org/data/download/9/dataset_9_autos.arff -1 21242286 description https://api.openml.org/data/download/21242286/description.xml -1 21242285 predictions https://api.openml.org/data/download/21242285/predictions.arff area_under_roc_curve 0.9564769564952228 [0.0,1,0.96622,0.958523,0.937454,0.965499,0.96598] average_cost 0 f_measure 0.8393509663999248 [0.0,1,0.857143,0.87218,0.810345,0.8,0.830189] kappa 0.7899590163934426 kb_relative_information_score 147.01297768749518 mean_absolute_error 0.08153310104529606 mean_prior_absolute_error 0.22091907172440978 number_of_instances 205 [0,3,22,67,54,32,27] precision 0.8433609610950287 [0.0,1,0.9,0.878788,0.758065,0.857143,0.846154] predictive_accuracy 0.8390243902439025 prior_entropy 2.326811368739461 recall 0.8390243902439024 [0.0,1,0.818182,0.865672,0.87037,0.75,0.814815] relative_absolute_error 0.3690632067610997 root_mean_prior_squared_error 0.33175843320586096 root_mean_squared_error 0.19149148687876 root_relative_squared_error 0.5772015650916 total_cost 0 area_under_roc_curve 0.9494283824640968 [0.0,0.0,0.796296,0.984694,0.93125,1,1] area_under_roc_curve 0.957936507936508 [0.0,0.0,1,0.928571,0.95,1,0.972222] area_under_roc_curve 0.9505609261248358 [0.0,1,0.986842,0.97449,0.888889,0.944444,1] area_under_roc_curve 0.936030552571906 [0.0,1,1,0.954082,0.944444,0.805556,0.947368] area_under_roc_curve 0.9055197517603533 [0.0,1,1,0.943878,0.844444,1,0.671053] area_under_roc_curve 0.9882126696832578 [0.0,0.0,1,0.989011,0.98,0.980392,1] area_under_roc_curve 0.947187028657617 [0.0,0.0,1,0.895604,0.946667,0.980392,1] area_under_roc_curve 0.993888888888889 [0.0,0.0,0.972222,1,0.986667,1,1] area_under_roc_curve 0.9885119047619048 [0.0,0.0,1,0.988095,0.993333,0.96875,1] area_under_roc_curve 0.9744047619047619 [0.0,0.0,1,0.970238,0.933333,1,1] 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 0.9023431594860166 [0.0,0.0,0.8,0.933333,0.888889,1,0.857143] f_measure 0.7506493506493507 [0.0,1,0.8,0.857143,0.727273,0.4,0.8] f_measure 0.7414965986394557 [0.0,1,1,0.857143,0.666667,0.857143,0] f_measure 0.9014102564102563 [0.0,0.0,1,0.923077,0.833333,0.8,1] f_measure 0.85 [0.0,0.0,1,0.857143,0.8,0.666667,1] f_measure 0.8922910422910423 [0.0,0.0,0.666667,0.923077,0.909091,0.857143,1] f_measure 0.9483516483516483 [0.0,0.0,1,0.923077,1,0.857143,1] f_measure 0.901060606060606 [0.0,0.0,1,0.909091,0.833333,0.8,1] kappa 0.8757396449704142 kappa 0.6170212765957447 kappa 0.6938775510204082 kappa 0.6846846846846846 kappa 0.688427299703264 kappa 0.868421052631579 kappa 0.8026315789473684 kappa 0.8688524590163936 kappa 0.935064935064935 kappa 0.8713826366559486 kb_relative_information_score 15.941951995150148 kb_relative_information_score 13.600907247403393 kb_relative_information_score 14.892440598771437 kb_relative_information_score 13.220571936013537 kb_relative_information_score 14.499740624600749 kb_relative_information_score 15.57361302376802 kb_relative_information_score 13.84240908409888 kb_relative_information_score 15.22972593982732 kb_relative_information_score 15.503981220222574 kb_relative_information_score 14.707636017639263 mean_absolute_error 0.06666666666666667 mean_absolute_error 0.09251700680272108 mean_absolute_error 0.091156462585034 mean_absolute_error 0.10068027210884352 mean_absolute_error 0.09387755102040816 mean_absolute_error 0.06142857142857142 mean_absolute_error 0.08571428571428572 mean_absolute_error 0.06428571428571427 mean_absolute_error 0.07142857142857142 mean_absolute_error 0.0857142857142857 mean_prior_absolute_error 0.22134514183031703 mean_prior_absolute_error 0.21929149018097804 mean_prior_absolute_error 0.22083172891798225 mean_prior_absolute_error 0.22083172891798225 mean_prior_absolute_error 0.22083172891798225 mean_prior_absolute_error 0.2196765498652291 mean_prior_absolute_error 0.2196765498652291 mean_prior_absolute_error 0.22203504043126684 mean_prior_absolute_error 0.22203504043126684 mean_prior_absolute_error 0.2227088948787062 number_of_instances 21 [0,0,3,7,5,3,3] number_of_instances 21 [0,0,2,7,6,3,3] number_of_instances 21 [0,1,2,7,6,3,2] number_of_instances 21 [0,1,2,7,6,3,2] number_of_instances 21 [0,1,2,7,6,3,2] number_of_instances 20 [0,0,2,7,5,3,3] number_of_instances 20 [0,0,2,7,5,3,3] number_of_instances 20 [0,0,2,6,5,4,3] number_of_instances 20 [0,0,2,6,5,4,3] number_of_instances 20 [0,0,3,6,5,3,3] precision 0.9226190476190477 [0.0,0.0,1,0.875,1,1,0.75] precision 0.7603174603174603 [0.0,1,0.666667,0.857143,0.8,0.5,0.666667] precision 0.7261904761904762 [0.0,1,1,0.857143,0.666667,0.75,0] precision 0.9285714285714285 [0.0,0.0,1,1,0.714286,1,1] precision 0.85 [0.0,0.0,1,0.857143,0.8,0.666667,1] precision 0.9154761904761906 [0.0,0.0,1,0.857143,0.833333,1,1] precision 0.9571428571428571 [0.0,0.0,1,0.857143,1,1,1] precision 0.9285714285714285 [0.0,0.0,1,1,0.714286,1,1] predictive_accuracy 0.9047619047619048 predictive_accuracy 0.7142857142857143 predictive_accuracy 0.7619047619047619 predictive_accuracy 0.7619047619047619 predictive_accuracy 0.7619047619047619 predictive_accuracy 0.9 predictive_accuracy 0.85 predictive_accuracy 0.9 predictive_accuracy 0.95 predictive_accuracy 0.9 prior_entropy 2.326811368739461 prior_entropy 2.326811368739461 prior_entropy 2.326811368739461 prior_entropy 2.326811368739461 prior_entropy 2.326811368739461 prior_entropy 2.326811368739461 prior_entropy 2.326811368739461 prior_entropy 2.326811368739461 prior_entropy 2.326811368739461 prior_entropy 2.326811368739461 recall 0.9047619047619048 [0.0,0.0,0.666667,1,0.8,1,1] recall 0.7142857142857143 [0.0,0.0,0,0.714286,0.833333,1,0.666667] recall 0.7619047619047619 [0.0,1,1,0.857143,0.666667,0.333333,1] recall 0.7619047619047619 [0.0,1,1,0.714286,1,0.666667,0] recall 0.7619047619047619 [0.0,1,1,0.857143,0.666667,1,0] recall 0.9 [0.0,0.0,1,0.857143,1,0.666667,1] recall 0.85 [0.0,0.0,1,0.857143,0.8,0.666667,1] recall 0.9 [0.0,0.0,0.5,1,1,0.75,1] recall 0.95 [0.0,0.0,1,1,1,0.75,1] recall 0.9 [0.0,0.0,1,0.833333,1,0.666667,1] relative_absolute_error 0.3011887503624239 relative_absolute_error 0.4218905472636816 relative_absolute_error 0.412786980528916 relative_absolute_error 0.4559139784946237 relative_absolute_error 0.42510897994768976 relative_absolute_error 0.2796319018404908 relative_absolute_error 0.39018404907975457 relative_absolute_error 0.28952959028831554 relative_absolute_error 0.3216995447647951 relative_absolute_error 0.38487140695915273 root_mean_prior_squared_error 0.33239995202935096 root_mean_prior_squared_error 0.3292963353269754 root_mean_prior_squared_error 0.3316267709289768 root_mean_prior_squared_error 0.3316267709289768 root_mean_prior_squared_error 0.3316267709289768 root_mean_prior_squared_error 0.3298804876679233 root_mean_prior_squared_error 0.3298804876679233 root_mean_prior_squared_error 0.33343609089308945 root_mean_prior_squared_error 0.33343609089308945 root_mean_prior_squared_error 0.33444503458341845 root_mean_squared_error 0.16618979396776332 root_mean_squared_error 0.21124831440779843 root_mean_squared_error 0.21028002062685353 root_mean_squared_error 0.2361827955740428 root_mean_squared_error 0.22587697572631282 root_mean_squared_error 0.148804761828569 root_mean_squared_error 0.19086270308410555 root_mean_squared_error 0.16344505411386948 root_mean_squared_error 0.15537971921347118 root_mean_squared_error 0.1788854381999832 root_relative_squared_error 0.49996936808549464 root_relative_squared_error 0.6415143193076809 root_relative_squared_error 0.6340863858421382 root_relative_squared_error 0.7121946003105555 root_relative_squared_error 0.6811180384911928 root_relative_squared_error 0.45108688567953265 root_relative_squared_error 0.5785813657346079 root_relative_squared_error 0.49018405199056664 root_relative_squared_error 0.4659955039578814 root_relative_squared_error 0.5348724594545147 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