7809450 3886 Benjamin Strang 37 Supervised Classification 7122 sklearn.pipeline.Pipeline(imputer=sklearn.preprocessing.imputation.Imputer,estimator=sklearn.tree.tree.DecisionTreeClassifier)(1) 5838497 memory null 7122 axis 0 7123 copy true 7123 missing_values "NaN" 7123 strategy "mean" 7123 verbose 0 7123 class_weight null 7124 criterion "gini" 7124 max_depth null 7124 max_features null 7124 max_leaf_nodes null 7124 min_impurity_decrease 0.0 7124 min_impurity_split null 7124 min_samples_leaf 1 7124 min_samples_split 2 7124 min_weight_fraction_leaf 0.0 7124 presort false 7124 random_state 32626 7124 splitter "best" 7124 openml-python Sklearn_0.19.0. 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 16542871 description https://api.openml.org/data/download/16542871/description.xml -1 16542872 predictions https://api.openml.org/data/download/16542872/predictions.arff area_under_roc_curve 0.6578507462686568 [0.657851,0.657851] average_cost 0 f_measure 0.6880298973672468 [0.759036,0.555556] kappa 0.31461208948119945 kb_relative_information_score 218.20930325925556 mean_absolute_error 0.3125 mean_prior_absolute_error 0.4544913419913401 number_of_instances 768 [500,268] precision 0.6885970113851992 [0.762097,0.551471] predictive_accuracy 0.6875 prior_entropy 0.9334867928309245 recall 0.6875 [0.756,0.559701] relative_absolute_error 0.6875818549827389 root_mean_prior_squared_error 0.4766409223329586 root_mean_squared_error 0.5590169943749475 root_relative_squared_error 1.1728262685436077 total_cost 0 area_under_roc_curve 0.7062962962962963 [0.706296,0.706296] area_under_roc_curve 0.5722222222222222 [0.572222,0.572222] area_under_roc_curve 0.6107407407407407 [0.610741,0.610741] area_under_roc_curve 0.6892592592592592 [0.689259,0.689259] area_under_roc_curve 0.6262962962962964 [0.626296,0.626296] area_under_roc_curve 0.7133333333333335 [0.713333,0.713333] area_under_roc_curve 0.6477777777777778 [0.647778,0.647778] area_under_roc_curve 0.7162962962962963 [0.716296,0.716296] area_under_roc_curve 0.6392307692307693 [0.639231,0.639231] area_under_roc_curve 0.6576923076923077 [0.657692,0.657692] 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 0.7378112083994437 [0.803922,0.615385] f_measure 0.6103896103896104 [0.7,0.444444] f_measure 0.6477785244831762 [0.732673,0.490566] f_measure 0.7313771134525852 [0.811321,0.583333] f_measure 0.6429400386847195 [0.702128,0.533333] f_measure 0.7302323287130666 [0.783505,0.631579] f_measure 0.6766364948183129 [0.747475,0.545455] f_measure 0.7495827986975903 [0.815534,0.627451] f_measure 0.6724945582939624 [0.747475,0.528302] f_measure 0.6768236380424746 [0.736842,0.561404] kappa 0.41974378296910325 kappa 0.1444444444444444 kappa 0.22338438550616366 kappa 0.3989071038251366 kappa 0.24031007751937986 kappa 0.4160346695557964 kappa 0.29305912596401024 kappa 0.4439376662865831 kappa 0.2759146341463414 kappa 0.301470588235294 kb_relative_information_score 31.304354177492847 kb_relative_information_score 8.408474644681833 kb_relative_information_score 15.277238504525135 kb_relative_information_score 31.304354177492847 kb_relative_information_score 12.98765055124403 kb_relative_information_score 29.014766224211744 kb_relative_information_score 19.85641441108734 kb_relative_information_score 33.59394213077395 kb_relative_information_score 18.231054218872544 kb_relative_information_score 18.231054218872547 mean_absolute_error 0.2597402597402597 mean_absolute_error 0.38961038961038963 mean_absolute_error 0.35064935064935066 mean_absolute_error 0.2597402597402597 mean_absolute_error 0.36363636363636365 mean_absolute_error 0.2727272727272727 mean_absolute_error 0.3246753246753247 mean_absolute_error 0.24675324675324675 mean_absolute_error 0.32894736842105265 mean_absolute_error 0.32894736842105265 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.45242652084757423 mean_prior_absolute_error 0.45242652084757423 number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 76 [50,26] number_of_instances 76 [50,26] precision 0.7364035964035964 [0.788462,0.64] precision 0.6103896103896104 [0.7,0.444444] precision 0.6464222052457347 [0.72549,0.5] precision 0.7323747680890539 [0.767857,0.666667] precision 0.6570247933884298 [0.75,0.484848] precision 0.7353965183752418 [0.808511,0.6] precision 0.6781738669493772 [0.755102,0.535714] precision 0.7483459936290124 [0.792453,0.666667] precision 0.6741655726618132 [0.755102,0.518519] precision 0.6882663648368232 [0.777778,0.516129] predictive_accuracy 0.7402597402597402 predictive_accuracy 0.6103896103896104 predictive_accuracy 0.6493506493506493 predictive_accuracy 0.7402597402597402 predictive_accuracy 0.6363636363636364 predictive_accuracy 0.7272727272727273 predictive_accuracy 0.6753246753246753 predictive_accuracy 0.7532467532467533 predictive_accuracy 0.6710526315789473 predictive_accuracy 0.6710526315789473 prior_entropy 0.9334867928309245 prior_entropy 0.9334867928309245 prior_entropy 0.9334867928309245 prior_entropy 0.9334867928309245 prior_entropy 0.9334867928309245 prior_entropy 0.9334867928309245 prior_entropy 0.9334867928309245 prior_entropy 0.9334867928309245 prior_entropy 0.9334867928309245 prior_entropy 0.9334867928309245 recall 0.7402597402597403 [0.82,0.592593] recall 0.6103896103896104 [0.7,0.444444] recall 0.6493506493506493 [0.74,0.481481] recall 0.7402597402597403 [0.86,0.518519] recall 0.6363636363636364 [0.66,0.592593] recall 0.7272727272727273 [0.76,0.666667] recall 0.6753246753246753 [0.74,0.555556] recall 0.7532467532467533 [0.84,0.592593] recall 0.6710526315789473 [0.74,0.538462] recall 0.6710526315789473 [0.7,0.615385] relative_absolute_error 0.5708566556696436 relative_absolute_error 0.8562849835044658 relative_absolute_error 0.7706564851540191 relative_absolute_error 0.5708566556696436 relative_absolute_error 0.7991993179375014 relative_absolute_error 0.599399488453126 relative_absolute_error 0.7135708195870546 relative_absolute_error 0.5423138228861615 relative_absolute_error 0.7270735760688914 relative_absolute_error 0.7270735760688914 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4744699650121647 root_mean_prior_squared_error 0.4744699650121647 root_mean_squared_error 0.5096471914376255 root_mean_squared_error 0.6241877839323593 root_mean_squared_error 0.592156525463792 root_mean_squared_error 0.5096471914376255 root_mean_squared_error 0.6030226891555273 root_mean_squared_error 0.5222329678670935 root_mean_squared_error 0.5698028822981898 root_mean_squared_error 0.496742636335202 root_mean_squared_error 0.5735393346764044 root_mean_squared_error 0.5735393346764044 root_relative_squared_error 1.0680506967704846 root_relative_squared_error 1.3080896132558644 root_relative_squared_error 1.2409627684491944 root_relative_squared_error 1.0680506967704846 root_relative_squared_error 1.2637346268978644 root_relative_squared_error 1.0944262905356 root_relative_squared_error 1.1941169806974095 root_relative_squared_error 1.0410070491251833 root_relative_squared_error 1.2088000863483521 root_relative_squared_error 1.2088000863483521 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 15.625 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 0 usercpu_time_millis 0 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis_testing 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_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 0 usercpu_time_millis_training 0 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625