10154733 287 Hugo Spee 4 Supervised Classification predictive_accuracy 8879 sklearn.pipeline.Pipeline(imputer=sklearn.impute.SimpleImputer,estimator=sklearn.ensemble.forest.RandomForestClassifier)(1) 8080312 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 41243 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 21230044 description https://api.openml.org/data/download/21230044/description.xml -1 21230045 predictions https://api.openml.org/data/download/21230045/predictions.arff area_under_roc_curve 0.972972972972973 [0.972973,0.972973] average_cost 0 f_measure 0.9298245614035088 [0.9,0.945946] kappa 0.845945945945946 kb_relative_information_score 38.2371436834002 mean_absolute_error 0.15789473684210528 mean_prior_absolute_error 0.45703241153731783 number_of_instances 57 [20,37] precision 0.9298245614035088 [0.9,0.945946] predictive_accuracy 0.9298245614035088 prior_entropy 0.9392547207311598 recall 0.9298245614035088 [0.9,0.945946] relative_absolute_error 0.34547820429407944 root_mean_prior_squared_error 0.4772713500278714 root_mean_squared_error 0.2622440272428743 root_relative_squared_error 0.5494652616955951 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 0.875 [0.875,0.875] 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 0.6666666666666666 [0.666667,0.666667] 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 0.8148148148148149 [0.666667,0.888889] f_measure 0.8380952380952381 [0.8,0.857143] f_measure 1 [1,1] f_measure 0.8380952380952381 [0.8,0.857143] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 0.7809523809523808 [0.666667,0.857143] f_measure 1 [1,1] f_measure 1 [1,1] kappa 0.5714285714285715 kappa 0.6666666666666667 kappa 1 kappa 0.6666666666666667 kappa 1 kappa 1 kappa 1 kappa 0.5454545454545455 kappa 1 kappa 1 kb_relative_information_score 3.05356317387328 kb_relative_information_score 3.3461992769067788 kb_relative_information_score 5.876481932976113 kb_relative_information_score 2.387498397822431 kb_relative_information_score 4.244523270907577 kb_relative_information_score 4.93002016069006 kb_relative_information_score 3.8940519109922276 kb_relative_information_score 1.3735010706430755 kb_relative_information_score 4.2542550866277615 kb_relative_information_score 4.877049401960873 mean_absolute_error 0.2166666666666667 mean_absolute_error 0.20000000000000004 mean_absolute_error 0 mean_absolute_error 0.26666666666666666 mean_absolute_error 0.15 mean_absolute_error 0.08333333333333333 mean_absolute_error 0.16666666666666666 mean_absolute_error 0.36 mean_absolute_error 0.1 mean_absolute_error 0.039999999999999994 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 0.8666666666666667 [1,0.8] precision 0.8888888888888888 [0.666667,1] precision 1 [1,1] precision 0.8888888888888888 [0.666667,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 0.85 [1,0.75] precision 1 [1,1] precision 1 [1,1] predictive_accuracy 0.8333333333333333 predictive_accuracy 0.8333333333333333 predictive_accuracy 1 predictive_accuracy 0.8333333333333333 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 0.8333333333333334 [0.5,1] recall 0.8333333333333334 [1,0.75] recall 1 [1,1] recall 0.8333333333333334 [1,0.75] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 0.8 [0.5,1] recall 1 [1,1] recall 1 [1,1] relative_absolute_error 0.47937500000000005 relative_absolute_error 0.44250000000000006 relative_absolute_error 0 relative_absolute_error 0.59 relative_absolute_error 0.331875 relative_absolute_error 0.18437499999999996 relative_absolute_error 0.3687499999999999 relative_absolute_error 0.7640287769784173 relative_absolute_error 0.21223021582733814 relative_absolute_error 0.08489208633093524 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 0.334165627596057 root_mean_squared_error 0.28867513459481287 root_mean_squared_error 0 root_mean_squared_error 0.3741657386773941 root_mean_squared_error 0.2041241452319315 root_mean_squared_error 0.16832508230603466 root_mean_squared_error 0.24494897427831783 root_mean_squared_error 0.43358966777357605 root_mean_squared_error 0.18439088914585777 root_mean_squared_error 0.06324555320336758 root_relative_squared_error 0.7080591835395321 root_relative_squared_error 0.6116699721027189 root_relative_squared_error 0 root_relative_squared_error 0.7928148964400181 root_relative_squared_error 0.4325159851220189 root_relative_squared_error 0.35666181828523214 root_relative_squared_error 0.5190191821464228 root_relative_squared_error 0.8815020319567402 root_relative_squared_error 0.3748727323024307 root_relative_squared_error 0.12858028639674662 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