10284391 8323 Heinrich Peters 9985 Supervised Classification 12736 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,histgradientboostingclassifier=sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier)(1) 8157226 l2_regularization 1e-06 12677 learning_rate 1.0 12677 loss "auto" 12677 max_bins 16 12677 max_depth 12 12677 max_iter 300 12677 max_leaf_nodes 64 12677 min_samples_leaf 15 12677 n_iter_no_change null 12677 random_state 46919 12677 scoring null 12677 tol 1e-07 12677 validation_fraction 0.2 12677 verbose 0 12677 memory null 12736 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "histgradientboostingclassifier", "step_name": "histgradientboostingclassifier"}}] 12736 verbose false 12736 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "most_frequent" 12737 verbose 0 12737 openml-python Sklearn_0.21.2. 1475 first-order-theorem-proving https://www.openml.org/data/download/1587932/phpPbCMyg -1 21490293 description https://api.openml.org/data/download/21490293/description.xml -1 21490294 predictions https://api.openml.org/data/download/21490294/predictions.arff area_under_roc_curve 0.4995863834437137 [0.500307,0.499312,0.499372,0.499351,0.5,0.49935] average_cost 0 kappa -0.0007733256074456301 kb_relative_information_score 0.06611215449579355 mean_absolute_error 0.2499727579819001 mean_prior_absolute_error 0.2507645736611627 number_of_instances 6118 [1089,486,748,617,624,2554] predictive_accuracy 0.2500817260542661 prior_entropy 2.3000072984859514 recall 0.2500817260542661 [0.300275,0.098765,0.09893,0.098865,0,0.399374] relative_absolute_error 0.9968423941719433 root_mean_prior_squared_error 0.35407492669342416 root_mean_squared_error 0.4999727572397321 root_relative_squared_error 1.4120535501025002 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] 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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score -0.02200168969098073 kb_relative_information_score -0.06216922333230773 kb_relative_information_score 0.17864018360481532 kb_relative_information_score 0.17865145469712426 kb_relative_information_score 0.17865145469712426 kb_relative_information_score 0.17865145469712426 kb_relative_information_score 0.02390619524923289 kb_relative_information_score -0.041234667870294416 kb_relative_information_score 0.023642697273138925 kb_relative_information_score 0.02366174753934377 mean_absolute_error 0.2930283224400883 mean_absolute_error 0.3071895424836617 mean_absolute_error 0.19444444444444345 mean_absolute_error 0.19444444444444345 mean_absolute_error 0.19444444444444345 mean_absolute_error 0.19444444444444345 mean_absolute_error 0.2739651416122011 mean_absolute_error 0.30010893246187503 mean_absolute_error 0.27386797599563617 mean_absolute_error 0.27386797599563617 mean_prior_absolute_error 0.25067495791407446 mean_prior_absolute_error 0.25083558171073006 mean_prior_absolute_error 0.25088921191526126 mean_prior_absolute_error 0.25084785528987646 mean_prior_absolute_error 0.25084785528987646 mean_prior_absolute_error 0.25084785528987646 mean_prior_absolute_error 0.25084785528987646 mean_prior_absolute_error 0.25067558048692967 mean_prior_absolute_error 0.25058368192114683 mean_prior_absolute_error 0.25059472840439195 number_of_instances 612 [109,48,74,62,63,256] number_of_instances 612 [109,48,75,62,63,255] number_of_instances 612 [108,49,75,62,63,255] number_of_instances 612 [109,49,75,62,62,255] number_of_instances 612 [109,49,75,62,62,255] number_of_instances 612 [109,49,75,62,62,255] number_of_instances 612 [109,49,75,62,62,255] number_of_instances 612 [109,49,75,61,62,256] number_of_instances 611 [109,48,75,61,62,256] number_of_instances 611 [109,48,74,61,63,256] predictive_accuracy 0.12091503267973856 predictive_accuracy 0.0784313725490196 predictive_accuracy 0.41666666666666663 predictive_accuracy 0.41666666666666663 predictive_accuracy 0.41666666666666663 predictive_accuracy 0.41666666666666663 predictive_accuracy 0.1781045751633987 predictive_accuracy 0.09967320261437909 predictive_accuracy 0.17839607201309327 predictive_accuracy 0.17839607201309327 prior_entropy 2.2982053906988225 prior_entropy 2.3010980143383097 prior_entropy 2.3029972536480843 prior_entropy 2.301686142471426 prior_entropy 2.301686142471426 prior_entropy 2.301686142471426 prior_entropy 2.301686142471426 prior_entropy 2.2983403180467192 prior_entropy 2.2961240491639523 prior_entropy 2.2965513970017746 recall 0.12091503267973856 [0,0,1,0,0,0] recall 0.0784313725490196 [0,1,0,0,0,0] recall 0.4166666666666667 [0,0,0,0,0,1] recall 0.4166666666666667 [0,0,0,0,0,1] recall 0.4166666666666667 [0,0,0,0,0,1] recall 0.4166666666666667 [0,0,0,0,0,1] recall 0.1781045751633987 [1,0,0,0,0,0] recall 0.09967320261437909 [0,0,0,1,0,0] recall 0.1783960720130933 [1,0,0,0,0,0] recall 0.1783960720130933 [1,0,0,0,0,0] relative_absolute_error 1.1689573018320067 relative_absolute_error 1.2246649394339932 relative_absolute_error 0.7750211456286838 relative_absolute_error 0.7751489213242266 relative_absolute_error 0.7751489213242266 relative_absolute_error 0.7751489213242266 relative_absolute_error 1.092156603434423 relative_absolute_error 1.19720050863719 relative_absolute_error 1.092920232857846 relative_absolute_error 1.0928720557668217 root_mean_prior_squared_error 0.35394835494159665 root_mean_prior_squared_error 0.3541751851309153 root_mean_prior_squared_error 0.3542508884492025 root_mean_prior_squared_error 0.3541925116962025 root_mean_prior_squared_error 0.3541925116962025 root_mean_prior_squared_error 0.3541925116962025 root_mean_prior_squared_error 0.3541925116962025 root_mean_prior_squared_error 0.3539492344090008 root_mean_prior_squared_error 0.3538193917423618 root_mean_prior_squared_error 0.35383500173976573 root_mean_squared_error 0.5413209052309806 root_mean_squared_error 0.5542468245138277 root_mean_squared_error 0.4409585518440973 root_mean_squared_error 0.4409585518440973 root_mean_squared_error 0.4409585518440973 root_mean_squared_error 0.4409585518440973 root_mean_squared_error 0.523416795309628 root_mean_squared_error 0.5478219897575078 root_mean_squared_error 0.5233239684895353 root_mean_squared_error 0.5233239684895353 root_relative_squared_error 1.5293782205042357 root_relative_squared_error 1.5648945713375122 root_relative_squared_error 1.2447634324206591 root_relative_squared_error 1.2449685899128091 root_relative_squared_error 1.2449685899128091 root_relative_squared_error 1.2449685899128091 root_relative_squared_error 1.477774876727412 root_relative_squared_error 1.547741699942428 root_relative_squared_error 1.479070906522276 root_relative_squared_error 1.4790056549420267 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 2221.3476119941333 usercpu_time_millis 1565.9388079948258 usercpu_time_millis 1697.65845699294 usercpu_time_millis 2173.343265996664 usercpu_time_millis 3008.088629023405 usercpu_time_millis 2620.5426619853824 usercpu_time_millis 3110.5978829873493 usercpu_time_millis 3204.425068004639 usercpu_time_millis 3296.3814199902117 usercpu_time_millis 3242.38714700914 usercpu_time_millis_testing 32.844273999216966 usercpu_time_millis_testing 36.18080299929716 usercpu_time_millis_testing 34.69896299066022 usercpu_time_millis_testing 58.26571400393732 usercpu_time_millis_testing 72.7480150089832 usercpu_time_millis_testing 53.11964599241037 usercpu_time_millis_testing 69.95482799538877 usercpu_time_millis_testing 62.19602300552651 usercpu_time_millis_testing 69.36023499292787 usercpu_time_millis_testing 59.750482003437355 usercpu_time_millis_training 2188.5033379949164 usercpu_time_millis_training 1529.7580049955286 usercpu_time_millis_training 1662.9594940022798 usercpu_time_millis_training 2115.0775519927265 usercpu_time_millis_training 2935.3406140144216 usercpu_time_millis_training 2567.423015992972 usercpu_time_millis_training 3040.6430549919605 usercpu_time_millis_training 3142.2290449991124 usercpu_time_millis_training 3227.021184997284 usercpu_time_millis_training 3182.6366650057025 wall_clock_time_millis 2221.428632736206 wall_clock_time_millis 1565.9844875335693 wall_clock_time_millis 1697.7026462554932 wall_clock_time_millis 2173.4375953674316 wall_clock_time_millis 3008.1610679626465 wall_clock_time_millis 2620.5906867980957 wall_clock_time_millis 3112.605333328247 wall_clock_time_millis 3204.5326232910156 wall_clock_time_millis 3298.48575592041 wall_clock_time_millis 3244.3456649780273 wall_clock_time_millis_testing 32.85479545593262 wall_clock_time_millis_testing 36.191463470458984 wall_clock_time_millis_testing 34.707069396972656 wall_clock_time_millis_testing 58.27665328979492 wall_clock_time_millis_testing 72.76368141174316 wall_clock_time_millis_testing 53.1315803527832 wall_clock_time_millis_testing 70.39713859558105 wall_clock_time_millis_testing 62.207698822021484 wall_clock_time_millis_testing 69.36955451965332 wall_clock_time_millis_testing 59.763193130493164 wall_clock_time_millis_training 2188.5738372802734 wall_clock_time_millis_training 1529.7930240631104 wall_clock_time_millis_training 1662.9955768585205 wall_clock_time_millis_training 2115.1609420776367 wall_clock_time_millis_training 2935.3973865509033 wall_clock_time_millis_training 2567.4591064453125 wall_clock_time_millis_training 3042.208194732666 wall_clock_time_millis_training 3142.324924468994 wall_clock_time_millis_training 3229.116201400757 wall_clock_time_millis_training 3184.582471847534