10154868 287 Hugo Spee 4 Supervised Classification predictive_accuracy 8879 sklearn.pipeline.Pipeline(imputer=sklearn.impute.SimpleImputer,estimator=sklearn.ensemble.forest.RandomForestClassifier)(1) 8080426 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 18224 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. 4 labor https://www.openml.org/data/download/4/dataset_4_labor.arff -1 21230351 description https://api.openml.org/data/download/21230351/description.xml -1 21230352 predictions https://api.openml.org/data/download/21230352/predictions.arff area_under_roc_curve 0.9743243243243245 [0.974324,0.974324] average_cost 0 f_measure 0.9117408906882591 [0.871795,0.933333] kappa 0.8051948051948051 kb_relative_information_score 38.63194929841837 mean_absolute_error 0.1561403508771929 mean_prior_absolute_error 0.45703241153731783 number_of_instances 57 [20,37] precision 0.9118190212373037 [0.894737,0.921053] predictive_accuracy 0.912280701754386 prior_entropy 0.9392547207311598 recall 0.9122807017543859 [0.85,0.945946] relative_absolute_error 0.3416395575797006 root_mean_prior_squared_error 0.4772713500278714 root_mean_squared_error 0.2564945880212885 root_relative_squared_error 0.5374187828502798 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 0.8125 [0.8125,0.8125] 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 0.8333333333333334 [0.833333,0.833333] 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 0.6666666666666666 [0.5,0.75] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 0.8 [0.8,0.8] f_measure 1 [1,1] f_measure 1 [1,1] kappa 0 kappa 1 kappa 1 kappa 0.24999999999999986 kappa 1 kappa 1 kappa 1 kappa 0.6153846153846155 kappa 1 kappa 1 kb_relative_information_score 3.0616372146907236 kb_relative_information_score 5.004961841937722 kb_relative_information_score 5.552814476023173 kb_relative_information_score 2.04474995293119 kb_relative_information_score 4.220333798128141 kb_relative_information_score 4.606352703737118 kb_relative_information_score 4.263604258845877 kb_relative_information_score 1.9917791942020038 kb_relative_information_score 3.1895811723763074 kb_relative_information_score 4.696134685546102 mean_absolute_error 0.19999999999999998 mean_absolute_error 0.08333333333333333 mean_absolute_error 0.03333333333333333 mean_absolute_error 0.2833333333333333 mean_absolute_error 0.15 mean_absolute_error 0.11666666666666665 mean_absolute_error 0.15 mean_absolute_error 0.3 mean_absolute_error 0.2 mean_absolute_error 0.06 mean_prior_absolute_error 0.4519774011299435 mean_prior_absolute_error 0.4519774011299435 mean_prior_absolute_error 0.4519774011299435 mean_prior_absolute_error 0.4519774011299435 mean_prior_absolute_error 0.4519774011299435 mean_prior_absolute_error 0.4519774011299435 mean_prior_absolute_error 0.4519774011299435 mean_prior_absolute_error 0.4711864406779661 mean_prior_absolute_error 0.4711864406779661 mean_prior_absolute_error 0.4711864406779661 number_of_instances 6 [2,4] number_of_instances 6 [2,4] number_of_instances 6 [2,4] number_of_instances 6 [2,4] number_of_instances 6 [2,4] number_of_instances 6 [2,4] number_of_instances 6 [2,4] number_of_instances 5 [2,3] number_of_instances 5 [2,3] number_of_instances 5 [2,3] precision 1 [1,1] precision 1 [1,1] precision 0.6666666666666666 [0.5,0.75] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 0.8666666666666666 [0.666667,1] precision 1 [1,1] precision 1 [1,1] predictive_accuracy 0.6666666666666667 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.6666666666666667 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.8 predictive_accuracy 1 predictive_accuracy 1 prior_entropy 0.9392547207311598 prior_entropy 0.9392547207311598 prior_entropy 0.9392547207311598 prior_entropy 0.9392547207311598 prior_entropy 0.9392547207311598 prior_entropy 0.9392547207311598 prior_entropy 0.9392547207311598 prior_entropy 0.9392547207311598 prior_entropy 0.9392547207311598 prior_entropy 0.9392547207311598 recall 0.6666666666666666 [0,1] recall 1 [1,1] recall 1 [1,1] recall 0.6666666666666666 [0.5,0.75] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 0.8 [1,0.666667] recall 1 [1,1] recall 1 [1,1] relative_absolute_error 0.4425 relative_absolute_error 0.18437499999999996 relative_absolute_error 0.07375 relative_absolute_error 0.626875 relative_absolute_error 0.331875 relative_absolute_error 0.258125 relative_absolute_error 0.331875 relative_absolute_error 0.6366906474820143 relative_absolute_error 0.4244604316546763 relative_absolute_error 0.12733812949640286 root_mean_prior_squared_error 0.47194589854140345 root_mean_prior_squared_error 0.47194589854140345 root_mean_prior_squared_error 0.47194589854140345 root_mean_prior_squared_error 0.47194589854140345 root_mean_prior_squared_error 0.47194589854140345 root_mean_prior_squared_error 0.47194589854140345 root_mean_prior_squared_error 0.47194589854140345 root_mean_prior_squared_error 0.49187597084841955 root_mean_prior_squared_error 0.49187597084841955 root_mean_prior_squared_error 0.49187597084841955 root_mean_squared_error 0.34641016151377546 root_mean_squared_error 0.13540064007726602 root_mean_squared_error 0.05773502691896257 root_mean_squared_error 0.4183300132670378 root_mean_squared_error 0.21213203435596428 root_mean_squared_error 0.17795130420052188 root_mean_squared_error 0.1957890020745122 root_mean_squared_error 0.3714835124201342 root_mean_squared_error 0.28982753492378877 root_mean_squared_error 0.09999999999999999 root_relative_squared_error 0.7340039665232628 root_relative_squared_error 0.28689864769613505 root_relative_squared_error 0.12233399442054377 root_relative_squared_error 0.8863940010071684 root_relative_squared_error 0.4494837967902249 root_relative_squared_error 0.3770586941225645 root_relative_squared_error 0.41485475915696673 root_relative_squared_error 0.7552381788022199 root_relative_squared_error 0.5892288952921921 root_relative_squared_error 0.20330328360524202 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