10228511 8323 Heinrich Peters 3 Supervised Classification 12677 sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2) 8153735 l2_regularization 0.0 12677 learning_rate 0.1 12677 loss "auto" 12677 max_bins 256 12677 max_depth null 12677 max_iter 100 12677 max_leaf_nodes 31 12677 min_samples_leaf 20 12677 n_iter_no_change null 12677 random_state 39113 12677 scoring null 12677 tol 1e-07 12677 validation_fraction 0.1 12677 verbose 0 12677 openml-python Sklearn_0.21.2. 3 kr-vs-kp https://www.openml.org/data/download/3/dataset_3_kr-vs-kp.arff -1 21378317 description https://api.openml.org/data/download/21378317/description.xml -1 21378318 predictions https://api.openml.org/data/download/21378318/predictions.arff area_under_roc_curve 0.9997161145319933 [0.999716,0.999716] average_cost 0 f_measure 0.9943678008290376 [0.994611,0.994102] kappa 0.9887130109193104 kb_relative_information_score 0.9858597110534507 mean_absolute_error 0.00756178155205713 mean_prior_absolute_error 0.49901358092237413 number_of_instances 3196 [1669,1527] precision 0.9943684221144026 [0.994016,0.994754] predictive_accuracy 0.9943679599499374 prior_entropy 0.998575539213492 recall 0.9943679599499374 [0.995207,0.993451] relative_absolute_error 0.015153458425079275 root_mean_prior_squared_error 0.49950623821173523 root_mean_squared_error 0.06705293868409584 root_relative_squared_error 0.1342384409935494 total_cost 0 area_under_roc_curve 0.9999608625885484 [0.999961,0.999961] area_under_roc_curve 0.9992563891824193 [0.999256,0.999256] area_under_roc_curve 0.9998434503541935 [0.999843,0.999843] 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 0.9997243877470666 [0.999724,0.999724] area_under_roc_curve 0.9986802710368736 [0.99868,0.99868] 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 0.99375 [0.994012,0.993464] f_measure 0.9843818718908512 [0.984802,0.983923] f_measure 0.9937480419799499 [0.994048,0.993421] f_measure 1 [1,1] f_measure 0.9968753973843552 [0.996997,0.996743] f_measure 1 [1,1] f_measure 0.9905911641086907 [0.991045,0.990099] f_measure 0.9874514168413372 [0.988166,0.986667] f_measure 1 [1,1] f_measure 0.9968656358707234 [0.996997,0.996721] kappa 0.987476028335486 kappa 0.9687329008051279 kappa 0.9874691623918237 kappa 1 kappa 0.9937397292432897 kappa 1 kappa 0.9811454577693716 kappa 0.9748363177407905 kappa 1 kappa 0.9937183703207766 kb_relative_information_score 0.98520179535869 kb_relative_information_score 0.9681080688602901 kb_relative_information_score 0.9834505178136912 kb_relative_information_score 0.9902100895391702 kb_relative_information_score 0.9918091120218833 kb_relative_information_score 0.9974459203601914 kb_relative_information_score 0.9793100312392707 kb_relative_information_score 0.9725015679480609 kb_relative_information_score 0.9967910224633778 kb_relative_information_score 0.9937680509157849 mean_absolute_error 0.007825885718433054 mean_absolute_error 0.016251231130362566 mean_absolute_error 0.008891477604641838 mean_absolute_error 0.005571624794383481 mean_absolute_error 0.004540489090233828 mean_absolute_error 0.001722942881352953 mean_absolute_error 0.010894711124549506 mean_absolute_error 0.014247005721760181 mean_absolute_error 0.002152064524232747 mean_absolute_error 0.003522160479501877 mean_prior_absolute_error 0.4990286898061312 mean_prior_absolute_error 0.4990286898061312 mean_prior_absolute_error 0.4990286898061312 mean_prior_absolute_error 0.4990286898061312 mean_prior_absolute_error 0.4990286898061312 mean_prior_absolute_error 0.4990286898061312 mean_prior_absolute_error 0.49909524173611874 mean_prior_absolute_error 0.4989560481570598 mean_prior_absolute_error 0.4989560481570598 mean_prior_absolute_error 0.4989560481570598 number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 319 [166,153] number_of_instances 319 [167,152] number_of_instances 319 [167,152] number_of_instances 319 [167,152] precision 0.99375 [0.994012,0.993464] precision 0.9848694620253164 [1,0.968354] precision 0.9938239644970415 [0.988166,1] precision 1 [1,1] precision 0.9968952922077922 [1,0.993506] precision 1 [1,1] precision 0.9907625530967706 [0.982249,1] precision 0.9877541293149279 [0.976608,1] precision 1 [1,1] precision 0.9968856926260579 [1,0.993464] predictive_accuracy 0.99375 predictive_accuracy 0.984375 predictive_accuracy 0.99375 predictive_accuracy 1 predictive_accuracy 0.996875 predictive_accuracy 1 predictive_accuracy 0.9905956112852665 predictive_accuracy 0.9874608150470219 predictive_accuracy 1 predictive_accuracy 0.9968652037617555 prior_entropy 0.9986191629215038 prior_entropy 0.9986191629215038 prior_entropy 0.9986191629215038 prior_entropy 0.9986191629215038 prior_entropy 0.9986191629215038 prior_entropy 0.9986191629215038 prior_entropy 0.9988113175509788 prior_entropy 0.9984094255154751 prior_entropy 0.9984094255154751 prior_entropy 0.9984094255154751 recall 0.99375 [0.994012,0.993464] recall 0.984375 [0.97006,1] recall 0.99375 [1,0.986928] recall 1 [1,1] recall 0.996875 [0.994012,1] recall 1 [1,1] recall 0.9905956112852664 [1,0.980392] recall 0.987460815047022 [1,0.973684] recall 1 [1,1] recall 0.9968652037617555 [0.994012,1] relative_absolute_error 0.015682236068377854 relative_absolute_error 0.032565725102250226 relative_absolute_error 0.017817567980101725 relative_absolute_error 0.011164938826559279 relative_absolute_error 0.009098653410083042 relative_absolute_error 0.0034525928399473443 relative_absolute_error 0.02182892204432145 relative_absolute_error 0.028553628670065855 relative_absolute_error 0.004313134457797628 relative_absolute_error 0.0070590595955521565 root_mean_prior_squared_error 0.4995213618016774 root_mean_prior_squared_error 0.4995213618016774 root_mean_prior_squared_error 0.4995213618016774 root_mean_prior_squared_error 0.4995213618016774 root_mean_prior_squared_error 0.4995213618016774 root_mean_prior_squared_error 0.4995213618016774 root_mean_prior_squared_error 0.4995879730599906 root_mean_prior_squared_error 0.49944864525507615 root_mean_prior_squared_error 0.49944864525507615 root_mean_prior_squared_error 0.49944864525507615 root_mean_squared_error 0.06711276160355567 root_mean_squared_error 0.11309970136613698 root_mean_squared_error 0.07796729137657371 root_mean_squared_error 0.04064507117190937 root_mean_squared_error 0.04003588942655954 root_mean_squared_error 0.009209213476648005 root_mean_squared_error 0.08332206732295813 root_mean_squared_error 0.10073408282690735 root_mean_squared_error 0.011329846103262113 root_mean_squared_error 0.03208165812533372 root_relative_squared_error 0.13435413725149384 root_relative_squared_error 0.22641614556424203 root_relative_squared_error 0.15608399828059544 root_relative_squared_error 0.0813680340422488 root_relative_squared_error 0.08014850312338555 root_relative_squared_error 0.01843607537309745 root_relative_squared_error 0.1667815716471477 root_relative_squared_error 0.2016905717613087 root_relative_squared_error 0.022684706848039974 root_relative_squared_error 0.06423414785507953 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 4021.3320000000294 usercpu_time_millis 4295.406000000185 usercpu_time_millis 6476.943999999776 usercpu_time_millis 3733.698000000004 usercpu_time_millis 3993.069999999989 usercpu_time_millis 3629.5359999999164 usercpu_time_millis 5112.053999999944 usercpu_time_millis 4353.900000000067 usercpu_time_millis 4780.7359999999335 usercpu_time_millis 3965.232000000242 usercpu_time_millis_testing 105.03399999993235 usercpu_time_millis_testing 5.342000000155167 usercpu_time_millis_testing 136.14799999982097 usercpu_time_millis_testing 5.298000000038883 usercpu_time_millis_testing 16.75399999999172 usercpu_time_millis_testing 8.023999999977605 usercpu_time_millis_testing 5.312000000003536 usercpu_time_millis_testing 22.868000000016764 usercpu_time_millis_testing 5.3699999998571 usercpu_time_millis_testing 5.24400000017522 usercpu_time_millis_training 3916.298000000097 usercpu_time_millis_training 4290.064000000029 usercpu_time_millis_training 6340.795999999955 usercpu_time_millis_training 3728.399999999965 usercpu_time_millis_training 3976.315999999997 usercpu_time_millis_training 3621.511999999939 usercpu_time_millis_training 5106.74199999994 usercpu_time_millis_training 4331.03200000005 usercpu_time_millis_training 4775.366000000076 usercpu_time_millis_training 3959.9880000000667 wall_clock_time_millis 709.1450691223145 wall_clock_time_millis 771.759033203125 wall_clock_time_millis 1225.40283203125 wall_clock_time_millis 642.4236297607422 wall_clock_time_millis 690.6707286834717 wall_clock_time_millis 619.523286819458 wall_clock_time_millis 959.6517086029053 wall_clock_time_millis 774.3327617645264 wall_clock_time_millis 839.9868011474609 wall_clock_time_millis 690.8679008483887 wall_clock_time_millis_testing 16.165971755981445 wall_clock_time_millis_testing 2.1190643310546875 wall_clock_time_millis_testing 26.423931121826172 wall_clock_time_millis_testing 2.093791961669922 wall_clock_time_millis_testing 2.1948814392089844 wall_clock_time_millis_testing 2.094268798828125 wall_clock_time_millis_testing 2.0987987518310547 wall_clock_time_millis_testing 3.2911300659179688 wall_clock_time_millis_testing 2.130746841430664 wall_clock_time_millis_testing 2.090930938720703 wall_clock_time_millis_training 692.979097366333 wall_clock_time_millis_training 769.6399688720703 wall_clock_time_millis_training 1198.9789009094238 wall_clock_time_millis_training 640.3298377990723 wall_clock_time_millis_training 688.4758472442627 wall_clock_time_millis_training 617.4290180206299 wall_clock_time_millis_training 957.5529098510742 wall_clock_time_millis_training 771.0416316986084 wall_clock_time_millis_training 837.8560543060303 wall_clock_time_millis_training 688.776969909668