6059891 869 Pieter Gijsbers 3549 Supervised Classification 7026 sklearn.pipeline.Pipeline(Median-Imputer=sklearn.preprocessing.imputation.Imputer,learner=sklearn.naive_bayes.GaussianNB)(1) 4075685 axis 0 6758 copy true 6758 missing_values "NaN" 6758 strategy "median" 6758 verbose 0 6758 priors null 7024 openml-python Sklearn_0.18.1. 458 analcatdata_authorship https://www.openml.org/data/download/52570/analcatdata_authorship.arff -1 13042998 description https://api.openml.org/data/download/13042998/description.xml -1 13042999 predictions https://api.openml.org/data/download/13042999/predictions.arff area_under_roc_curve 0.99356 [0.99659,0.994492,0.953921,0.999014] average_cost 0 f_measure 0.984519 [0.987461,0.98145,0.971963,0.988372] kappa 0.977466 kb_relative_information_score 819.971228 mean_absolute_error 0.008027 mean_prior_absolute_error 0.343874 number_of_instances 841 [317,296,55,173] precision 0.984641 [0.981308,0.979798,1,0.994152] predictive_accuracy 0.984542 prior_entropy 1.78975 recall 0.984542 [0.993691,0.983108,0.945455,0.982659] relative_absolute_error 0.023342 root_mean_prior_squared_error 0.414564 root_mean_squared_error 0.087046 root_relative_squared_error 0.20997 total_cost 0 area_under_roc_curve 0.980038 [0.979363,0.965455,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.982994 [1,0.997531,0.729114,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.988819 [1,0.996914,0.862025,0.990781] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.993065 [0.989183,0.99185,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.999559 [0.999391,0.999373,1,1] area_under_roc_curve 1 [1,1,1,1] 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 0.976421 [0.969697,0.965517,1,1] f_measure 1 [1,1,1,1] f_measure 0.961979 [1,0.952381,0.75,0.969697] f_measure 0.97627 [0.969697,0.983051,1,0.969697] f_measure 0.963914 [0.984127,0.967742,0.888889,0.941176] f_measure 1 [1,1,1,1] f_measure 0.97619 [0.96875,0.965517,1,1] f_measure 1 [1,1,1,1] f_measure 0.988085 [0.984127,0.982456,1,1] f_measure 1 [1,1,1,1] kappa 0.965809 kappa 1 kappa 0.947003 kappa 0.965007 kappa 0.947445 kappa 1 kappa 0.965475 kappa 1 kappa 0.982829 kappa 1 kb_relative_information_score 82.891275 kb_relative_information_score 83.041624 kb_relative_information_score 77.142355 kb_relative_information_score 80.44069 kb_relative_information_score 78.226031 kb_relative_information_score 82.913421 kb_relative_information_score 82.335819 kb_relative_information_score 84.900654 kb_relative_information_score 83.725207 kb_relative_information_score 84.354153 mean_absolute_error 0.011771 mean_absolute_error 0.000336 mean_absolute_error 0.017859 mean_absolute_error 0.011875 mean_absolute_error 0.017793 mean_absolute_error 0.001179 mean_absolute_error 0.010248 mean_absolute_error 0.000135 mean_absolute_error 0.005967 mean_absolute_error 0.003059 mean_prior_absolute_error 0.344205 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.344442 mean_prior_absolute_error 0.345456 mean_prior_absolute_error 0.345456 mean_prior_absolute_error 0.345456 number_of_instances 85 [32,30,6,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,29,6,17] number_of_instances 84 [31,29,6,18] number_of_instances 84 [31,29,6,18] number_of_instances 84 [31,29,6,18] precision 0.977855 [0.941176,1,1,1] precision 1 [1,1,1,1] precision 0.967532 [1,0.909091,1,1] precision 0.977591 [0.941176,1,1,1] precision 0.965774 [1,0.9375,1,0.941176] precision 1 [1,1,1,1] precision 0.97619 [0.96875,0.965517,1,1] precision 1 [1,1,1,1] precision 0.988467 [0.96875,1,1,1] precision 1 [1,1,1,1] predictive_accuracy 0.976471 predictive_accuracy 1 predictive_accuracy 0.964286 predictive_accuracy 0.97619 predictive_accuracy 0.964286 predictive_accuracy 1 predictive_accuracy 0.97619 predictive_accuracy 1 predictive_accuracy 0.988095 predictive_accuracy 1 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 recall 0.976471 [1,0.933333,1,1] recall 1 [1,1,1,1] recall 0.964286 [1,1,0.6,0.941176] recall 0.97619 [1,0.966667,1,0.941176] recall 0.964286 [0.96875,1,0.8,0.941176] recall 1 [1,1,1,1] recall 0.97619 [0.96875,0.965517,1,1] recall 1 [1,1,1,1] recall 0.988095 [1,0.965517,1,1] recall 1 [1,1,1,1] relative_absolute_error 0.034197 relative_absolute_error 0.000981 relative_absolute_error 0.052105 relative_absolute_error 0.034646 relative_absolute_error 0.051912 relative_absolute_error 0.003439 relative_absolute_error 0.029754 relative_absolute_error 0.000391 relative_absolute_error 0.017274 relative_absolute_error 0.008856 root_mean_prior_squared_error 0.414963 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.415248 root_mean_prior_squared_error 0.416468 root_mean_prior_squared_error 0.416468 root_mean_prior_squared_error 0.416468 root_mean_squared_error 0.108465 root_mean_squared_error 0.003945 root_mean_squared_error 0.133497 root_mean_squared_error 0.108827 root_mean_squared_error 0.132957 root_mean_squared_error 0.014043 root_mean_squared_error 0.095126 root_mean_squared_error 0.001748 root_mean_squared_error 0.076788 root_mean_squared_error 0.038109 root_relative_squared_error 0.261386 root_relative_squared_error 0.009547 root_relative_squared_error 0.323081 root_relative_squared_error 0.263376 root_relative_squared_error 0.321774 root_relative_squared_error 0.033986 root_relative_squared_error 0.229081 root_relative_squared_error 0.004198 root_relative_squared_error 0.184379 root_relative_squared_error 0.091505 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 10.341488999999982 usercpu_time_millis 9.618410000000743 usercpu_time_millis 10.175021000000228 usercpu_time_millis 9.863629999999901 usercpu_time_millis 10.037572999999966 usercpu_time_millis 9.593312000000687 usercpu_time_millis 9.89323999999936 usercpu_time_millis 10.513372000000132 usercpu_time_millis 9.775686999999422 usercpu_time_millis 9.762686000000187 usercpu_time_millis_testing 1.9656220000001667 usercpu_time_millis_testing 2.0131519999999625 usercpu_time_millis_testing 2.0194099999999438 usercpu_time_millis_testing 1.9793630000002338 usercpu_time_millis_testing 1.9475660000001227 usercpu_time_millis_testing 1.9418330000000594 usercpu_time_millis_testing 2.042748999999233 usercpu_time_millis_testing 2.0388179999999423 usercpu_time_millis_testing 1.9982189999998567 usercpu_time_millis_testing 1.9568300000001315 usercpu_time_millis_training 8.375866999999815 usercpu_time_millis_training 7.605258000000781 usercpu_time_millis_training 8.155611000000285 usercpu_time_millis_training 7.884266999999667 usercpu_time_millis_training 8.090006999999844 usercpu_time_millis_training 7.651479000000627 usercpu_time_millis_training 7.850491000000126 usercpu_time_millis_training 8.47455400000019 usercpu_time_millis_training 7.7774679999995655 usercpu_time_millis_training 7.805856000000055