10464960 12974 Sean Broestl 9978 Supervised Classification 18594 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,decisiontreeclassifier=sklearn.tree._classes.DecisionTreeClassifier)(1) 8275583 add_indicator false 18585 copy true 18585 fill_value null 18585 missing_values NaN 18585 strategy "mean" 18585 verbose 0 18585 ccp_alpha 0.0 18586 class_weight null 18586 criterion "gini" 18586 max_depth null 18586 max_features null 18586 max_leaf_nodes null 18586 min_impurity_decrease 0.0 18586 min_impurity_split null 18586 min_samples_leaf 1 18586 min_samples_split 2 18586 min_weight_fraction_leaf 0.0 18586 presort "deprecated" 18586 random_state 43148 18586 splitter "best" 18586 memory null 18594 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "decisiontreeclassifier", "step_name": "decisiontreeclassifier"}}] 18594 verbose false 18594 openml-python Sklearn_0.23.1. 1487 ozone-level-8hr https://www.openml.org/data/download/1592279/phpdReP6S -1 21854834 description https://api.openml.org/data/download/21854834/description.xml -1 21854835 predictions https://api.openml.org/data/download/21854835/predictions.arff area_under_roc_curve 0.6126132055602359 [0.612613,0.612613] average_cost 0 f_measure 0.9045507769096655 [0.947569,0.266272] kappa 0.2140001901112152 kb_relative_information_score -0.17285716621498268 mean_absolute_error 0.0978689818468824 mean_prior_absolute_error 0.11860993329831554 weighted_recall 0.9021310181531176 [0.943976,0.28125] number_of_instances 2534 [2374,160] precision 0.9070918825542225 [0.951188,0.252809] predictive_accuracy 0.9021310181531176 prior_entropy 0.33979186786586124 relative_absolute_error 0.8251330991033642 root_mean_prior_squared_error 0.24321713805631198 root_mean_squared_error 0.31284018579281403 root_relative_squared_error 1.286258806813121 total_cost 0 unweighted_recall 0.6126132055602359 [0.943976,0.28125] area_under_roc_curve 0.633140756302521 [0.633141,0.633141] area_under_roc_curve 0.6060924369747899 [0.606092,0.606092] area_under_roc_curve 0.5934873949579832 [0.593487,0.593487] area_under_roc_curve 0.5955882352941176 [0.595588,0.595588] area_under_roc_curve 0.6474156118143459 [0.647416,0.647416] area_under_roc_curve 0.5392932489451476 [0.539293,0.539293] area_under_roc_curve 0.5996835443037974 [0.599684,0.599684] area_under_roc_curve 0.6537447257383967 [0.653745,0.653745] area_under_roc_curve 0.5870253164556962 [0.587025,0.587025] area_under_roc_curve 0.6706223628691983 [0.670622,0.670622] 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 0.9133858267716536 [0.953782,0.3125] f_measure 0.9133053350693845 [0.956159,0.275862] f_measure 0.8979193668444722 [0.942918,0.228571] f_measure 0.9004324943373142 [0.945148,0.235294] f_measure 0.8968469631145375 [0.937634,0.292683] f_measure 0.8963854264977287 [0.947589,0.137931] f_measure 0.9051383399209486 [0.949367,0.25] f_measure 0.9046876083489356 [0.944444,0.315789] f_measure 0.8900241634795412 [0.935897,0.210526] f_measure 0.9266316803401202 [0.962185,0.4] kappa 0.26628151260504235 kappa 0.23251798561151113 kappa 0.17193914513402533 kappa 0.18064516129032226 kappa 0.23357359239527836 kappa 0.08611472330588046 kappa 0.19936708860759525 kappa 0.26172839506172874 kappa 0.1481481481481484 kappa 0.36236348361803405 kb_relative_information_score -0.03975219795079792 kb_relative_information_score 0.007509265592420445 kb_relative_information_score -0.27605951566688824 kb_relative_information_score -0.22879805212367044 kb_relative_information_score -0.3720893713231863 kb_relative_information_score -0.1828356649337852 kb_relative_information_score -0.1355222383364336 kb_relative_information_score -0.23014909153113533 kb_relative_information_score -0.4194027979205386 kb_relative_information_score 0.14835832124767592 mean_absolute_error 0.08661417322834646 mean_absolute_error 0.08267716535433071 mean_absolute_error 0.1062992125984252 mean_absolute_error 0.10236220472440945 mean_absolute_error 0.11462450592885376 mean_absolute_error 0.09881422924901186 mean_absolute_error 0.09486166007905138 mean_absolute_error 0.10276679841897234 mean_absolute_error 0.11857707509881422 mean_absolute_error 0.07114624505928854 mean_prior_absolute_error 0.11847971882063642 mean_prior_absolute_error 0.11847971882063642 mean_prior_absolute_error 0.11847971882063642 mean_prior_absolute_error 0.11847971882063642 mean_prior_absolute_error 0.11869708607124604 mean_prior_absolute_error 0.11869708607124604 mean_prior_absolute_error 0.11869708607124604 mean_prior_absolute_error 0.11869708607124604 mean_prior_absolute_error 0.11869708607124604 mean_prior_absolute_error 0.11869708607124604 number_of_instances 254 [238,16] number_of_instances 254 [238,16] number_of_instances 254 [238,16] number_of_instances 254 [238,16] number_of_instances 253 [237,16] number_of_instances 253 [237,16] number_of_instances 253 [237,16] number_of_instances 253 [237,16] number_of_instances 253 [237,16] number_of_instances 253 [237,16] precision 0.9133858267716536 [0.953782,0.3125] precision 0.9097340728993619 [0.950207,0.307692] precision 0.9024221636349209 [0.948936,0.210526] precision 0.9033616560641784 [0.949153,0.222222] precision 0.9108508425213231 [0.95614,0.24] precision 0.8918440255396776 [0.941667,0.153846] precision 0.9051383399209486 [0.949367,0.25] precision 0.9134541347980084 [0.95671,0.272727] precision 0.8995944766695754 [0.948052,0.181818] precision 0.9246672919585418 [0.958159,0.428571] predictive_accuracy 0.9133858267716535 predictive_accuracy 0.9173228346456693 predictive_accuracy 0.8937007874015748 predictive_accuracy 0.8976377952755905 predictive_accuracy 0.8853754940711462 predictive_accuracy 0.9011857707509882 predictive_accuracy 0.9051383399209486 predictive_accuracy 0.8972332015810277 predictive_accuracy 0.8814229249011858 predictive_accuracy 0.9288537549407114 prior_entropy 0.3392127388048247 prior_entropy 0.3392127388048247 prior_entropy 0.3392127388048247 prior_entropy 0.3392127388048247 prior_entropy 0.3401794799383073 prior_entropy 0.3401794799383073 prior_entropy 0.3401794799383073 prior_entropy 0.3401794799383073 prior_entropy 0.3401794799383073 prior_entropy 0.3401794799383073 relative_absolute_error 0.7310464110694723 relative_absolute_error 0.6978170287481327 relative_absolute_error 0.8971933226761705 relative_absolute_error 0.8639639403548308 relative_absolute_error 0.9656892997360711 relative_absolute_error 0.8324907756345441 relative_absolute_error 0.7991911446091622 relative_absolute_error 0.8657904066599259 relative_absolute_error 0.9989889307614529 relative_absolute_error 0.5993933584568718 root_mean_prior_squared_error 0.24294929875723142 root_mean_prior_squared_error 0.24294929875723142 root_mean_prior_squared_error 0.24294929875723142 root_mean_prior_squared_error 0.24294929875723142 root_mean_prior_squared_error 0.24339623870807886 root_mean_prior_squared_error 0.24339623870807886 root_mean_prior_squared_error 0.24339623870807886 root_mean_prior_squared_error 0.24339623870807886 root_mean_prior_squared_error 0.24339623870807886 root_mean_prior_squared_error 0.24339623870807886 root_mean_squared_error 0.2943028597012718 root_mean_squared_error 0.2875363722285073 root_mean_squared_error 0.3260356002009983 root_mean_squared_error 0.31994093943165425 root_mean_squared_error 0.3385624106850224 root_mean_squared_error 0.3143473067309657 root_mean_squared_error 0.30799620140360723 root_mean_squared_error 0.3205726102133062 root_mean_squared_error 0.34435022157509093 root_mean_squared_error 0.26673253468463226 root_relative_squared_error 1.2113756294285736 root_relative_squared_error 1.1835241908470366 root_relative_squared_error 1.3419902912615171 root_relative_squared_error 1.3169041485950417 root_relative_squared_error 1.3909927798476895 root_relative_squared_error 1.2915043732782707 root_relative_squared_error 1.2654106860418963 root_relative_squared_error 1.3170812002472645 root_relative_squared_error 1.4147721567221623 root_relative_squared_error 1.0958778003325769 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 unweighted_recall 0.6331407563025211 [0.953782,0.3125] unweighted_recall 0.60609243697479 [0.962185,0.25] unweighted_recall 0.5934873949579832 [0.936975,0.25] unweighted_recall 0.5955882352941176 [0.941176,0.25] unweighted_recall 0.6474156118143459 [0.919831,0.375] unweighted_recall 0.5392932489451476 [0.953586,0.125] unweighted_recall 0.5996835443037974 [0.949367,0.25] unweighted_recall 0.6537447257383966 [0.932489,0.375] unweighted_recall 0.5870253164556962 [0.924051,0.25] unweighted_recall 0.6706223628691983 [0.966245,0.375] usercpu_time_millis 80.76000000005479 usercpu_time_millis 63.37199999995846 usercpu_time_millis 58.615000000031614 usercpu_time_millis 70.76100000000451 usercpu_time_millis 95.3429999999571 usercpu_time_millis 63.73700000006011 usercpu_time_millis 76.45299999995814 usercpu_time_millis 66.16599999995287 usercpu_time_millis 68.99299999997766 usercpu_time_millis 76.72299999995857 usercpu_time_millis_testing 0.4640000000222244 usercpu_time_millis_testing 0.47699999998940257 usercpu_time_millis_testing 0.5070000000273467 usercpu_time_millis_testing 0.45799999998052954 usercpu_time_millis_testing 0.7509999999797401 usercpu_time_millis_testing 0.41400000003477544 usercpu_time_millis_testing 0.4229999999552092 usercpu_time_millis_testing 0.4979999999932261 usercpu_time_millis_testing 0.5069999999705033 usercpu_time_millis_testing 0.501999999983127 usercpu_time_millis_training 80.29600000003256 usercpu_time_millis_training 62.89499999996906 usercpu_time_millis_training 58.10800000000427 usercpu_time_millis_training 70.30300000002399 usercpu_time_millis_training 94.59199999997736 usercpu_time_millis_training 63.32300000002533 usercpu_time_millis_training 76.03000000000293 usercpu_time_millis_training 65.66799999995965 usercpu_time_millis_training 68.48600000000715 usercpu_time_millis_training 76.22099999997545 wall_clock_time_millis 80.80267906188965 wall_clock_time_millis 63.44413757324219 wall_clock_time_millis 58.67600440979004 wall_clock_time_millis 70.80888748168945 wall_clock_time_millis 95.41797637939453 wall_clock_time_millis 63.74382972717285 wall_clock_time_millis 76.45606994628906 wall_clock_time_millis 66.26439094543457 wall_clock_time_millis 69.05722618103027 wall_clock_time_millis 76.72786712646484 wall_clock_time_millis_testing 0.4649162292480469 wall_clock_time_millis_testing 0.4792213439941406 wall_clock_time_millis_testing 0.5099773406982422 wall_clock_time_millis_testing 0.4601478576660156 wall_clock_time_millis_testing 0.7650852203369141 wall_clock_time_millis_testing 0.41604042053222656 wall_clock_time_millis_testing 0.4258155822753906 wall_clock_time_millis_testing 0.5011558532714844 wall_clock_time_millis_testing 0.5090236663818359 wall_clock_time_millis_testing 0.5040168762207031 wall_clock_time_millis_training 80.3377628326416 wall_clock_time_millis_training 62.96491622924805 wall_clock_time_millis_training 58.1660270690918 wall_clock_time_millis_training 70.34873962402344 wall_clock_time_millis_training 94.65289115905762 wall_clock_time_millis_training 63.327789306640625 wall_clock_time_millis_training 76.03025436401367 wall_clock_time_millis_training 65.76323509216309 wall_clock_time_millis_training 68.54820251464844 wall_clock_time_millis_training 76.22385025024414 weighted_recall 0.9133858267716536 [0.953782,0.3125] weighted_recall 0.9173228346456693 [0.962185,0.25] weighted_recall 0.8937007874015748 [0.936975,0.25] weighted_recall 0.8976377952755905 [0.941176,0.25] weighted_recall 0.8853754940711462 [0.919831,0.375] weighted_recall 0.9011857707509882 [0.953586,0.125] weighted_recall 0.9051383399209486 [0.949367,0.25] weighted_recall 0.8972332015810277 [0.932489,0.375] weighted_recall 0.8814229249011858 [0.924051,0.25] weighted_recall 0.9288537549407114 [0.966245,0.375]