10464963 12974 Sean Broestl 10093 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. 1462 banknote-authentication https://www.openml.org/data/download/1586223/php50jXam -1 21854840 description https://api.openml.org/data/download/21854840/description.xml -1 21854841 predictions https://api.openml.org/data/download/21854841/predictions.arff area_under_roc_curve 0.9863882793339357 [0.986388,0.986388] average_cost 0 f_measure 0.9861570735695766 [0.987492,0.98449] kappa 0.9719819432502149 kb_relative_information_score 0.9718070699484237 mean_absolute_error 0.013848396501457727 mean_prior_absolute_error 0.49387203415364794 weighted_recall 0.9861516034985423 [0.984252,0.988525] number_of_instances 1372 [762,610] precision 0.9861890130006592 [0.990753,0.980488] predictive_accuracy 0.9861516034985423 prior_entropy 0.9911281447384036 relative_absolute_error 0.028040454902836975 root_mean_prior_squared_error 0.4969220835611905 root_mean_squared_error 0.11767921014970201 root_relative_squared_error 0.23681622138093428 total_cost 0 unweighted_recall 0.9863882793339358 [0.984252,0.988525] area_under_roc_curve 0.987012987012987 [0.987013,0.987013] area_under_roc_curve 0.9788162657015115 [0.978816,0.978816] area_under_roc_curve 0.980263157894737 [0.980263,0.980263] area_under_roc_curve 0.977027610008628 [0.977028,0.977028] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9786453839516825 [0.978645,0.978645] area_under_roc_curve 0.9934210526315789 [0.993421,0.993421] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9688308886971527 [0.968831,0.968831] 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 0.9855287763588493 [0.986842,0.983871] f_measure 0.9782781971042217 [0.980392,0.97561] f_measure 0.9781445157497672 [0.979866,0.976] f_measure 0.9780832644332389 [0.980392,0.975207] f_measure 1 [1,1] f_measure 0.9781186959643561 [0.980132,0.97561] f_measure 0.9927062319881188 [0.993377,0.99187] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 0.9707492021360634 [0.974026,0.966667] kappa 0.9707192870782941 kappa 0.9560042507970244 kappa 0.9558870881184931 kappa 0.9556011666846711 kappa 1 kappa 0.9557445892107247 kappa 0.9852481964035749 kappa 1 kappa 1 kappa 0.9407054750054101 kb_relative_information_score 0.9704706584122915 kb_relative_information_score 0.9557059876184374 kb_relative_information_score 0.9554292167556183 kb_relative_information_score 0.9554292167556185 kb_relative_information_score 1 kb_relative_information_score 0.9554292167556183 kb_relative_information_score 0.9851430722518728 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 0.9405722890074916 mean_absolute_error 0.014492753623188406 mean_absolute_error 0.021739130434782608 mean_absolute_error 0.021897810218978103 mean_absolute_error 0.021897810218978103 mean_absolute_error 0 mean_absolute_error 0.021897810218978103 mean_absolute_error 0.0072992700729927005 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0.029197080291970802 mean_prior_absolute_error 0.49358690378246245 mean_prior_absolute_error 0.49358690378246245 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 number_of_instances 138 [77,61] number_of_instances 138 [77,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] precision 0.9859673337934206 [1,0.968254] precision 0.9783992765926035 [0.986842,0.967742] precision 0.9791286496350365 [1,0.953125] precision 0.9781701267102726 [0.974026,0.983333] precision 1 [1,1] precision 0.9782403265049838 [0.986667,0.967742] precision 0.9928184600894748 [1,0.983871] precision 1 [1,1] precision 1 [1,1] precision 0.9711169691375061 [0.961538,0.983051] predictive_accuracy 0.9855072463768115 predictive_accuracy 0.9782608695652173 predictive_accuracy 0.9781021897810218 predictive_accuracy 0.9781021897810218 predictive_accuracy 1 predictive_accuracy 0.9781021897810218 predictive_accuracy 0.9927007299270073 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9708029197080292 prior_entropy 0.9903020513891087 prior_entropy 0.9903020513891087 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 relative_absolute_error 0.029362111336681186 relative_absolute_error 0.044043167005021776 relative_absolute_error 0.04433259123027767 relative_absolute_error 0.04433259123027767 relative_absolute_error 0 relative_absolute_error 0.04433259123027767 relative_absolute_error 0.01477753041009256 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0.05911012164037024 root_mean_prior_squared_error 0.49663510423610374 root_mean_prior_squared_error 0.49663510423610374 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_squared_error 0.1203858530857692 root_mean_squared_error 0.14744195615489714 root_mean_squared_error 0.14797908710009702 root_mean_squared_error 0.14797908710009702 root_mean_squared_error 0 root_mean_squared_error 0.14797908710009702 root_mean_squared_error 0.0854357657716761 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0.1708715315433522 root_relative_squared_error 0.2424030280157903 root_relative_squared_error 0.2968818653721309 root_relative_squared_error 0.29774804131786087 root_relative_squared_error 0.29774804131786087 root_relative_squared_error 0 root_relative_squared_error 0.29774804131786087 root_relative_squared_error 0.1719049118055508 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.3438098236111016 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 0.987012987012987 [0.974026,1] unweighted_recall 0.9788162657015116 [0.974026,0.983607] unweighted_recall 0.9802631578947368 [0.960526,1] unweighted_recall 0.9770276100086281 [0.986842,0.967213] unweighted_recall 1 [1,1] unweighted_recall 0.9786453839516824 [0.973684,0.983607] unweighted_recall 0.993421052631579 [0.986842,1] unweighted_recall 1 [1,1] unweighted_recall 1 [1,1] unweighted_recall 0.9688308886971526 [0.986842,0.95082] usercpu_time_millis 4.253000000005613 usercpu_time_millis 4.041999999969903 usercpu_time_millis 3.5149999999930515 usercpu_time_millis 3.6999999999807187 usercpu_time_millis 3.541999999924883 usercpu_time_millis 3.5440000000335203 usercpu_time_millis 3.4129999999663596 usercpu_time_millis 3.353000000004158 usercpu_time_millis 3.344999999967513 usercpu_time_millis 3.3809999999903084 usercpu_time_millis_testing 0.34499999998161 usercpu_time_millis_testing 0.3129999999487154 usercpu_time_millis_testing 0.29000000000678483 usercpu_time_millis_testing 0.2939999999966858 usercpu_time_millis_testing 0.2879999999549909 usercpu_time_millis_testing 0.2709999999979118 usercpu_time_millis_testing 0.26700000000801083 usercpu_time_millis_testing 0.2660000000105356 usercpu_time_millis_testing 0.2640000000155851 usercpu_time_millis_testing 0.26700000000801083 usercpu_time_millis_training 3.9080000000240034 usercpu_time_millis_training 3.7290000000211876 usercpu_time_millis_training 3.2249999999862666 usercpu_time_millis_training 3.405999999984033 usercpu_time_millis_training 3.253999999969892 usercpu_time_millis_training 3.2730000000356085 usercpu_time_millis_training 3.145999999958349 usercpu_time_millis_training 3.0869999999936226 usercpu_time_millis_training 3.0809999999519277 usercpu_time_millis_training 3.1139999999822976 wall_clock_time_millis 4.253387451171875 wall_clock_time_millis 4.042625427246094 wall_clock_time_millis 3.51715087890625 wall_clock_time_millis 3.7009716033935547 wall_clock_time_millis 3.5462379455566406 wall_clock_time_millis 3.5483837127685547 wall_clock_time_millis 3.4151077270507812 wall_clock_time_millis 3.3550262451171875 wall_clock_time_millis 3.347158432006836 wall_clock_time_millis 3.384113311767578 wall_clock_time_millis_testing 0.347137451171875 wall_clock_time_millis_testing 0.3147125244140625 wall_clock_time_millis_testing 0.29206275939941406 wall_clock_time_millis_testing 0.29587745666503906 wall_clock_time_millis_testing 0.2911090850830078 wall_clock_time_millis_testing 0.2739429473876953 wall_clock_time_millis_testing 0.26917457580566406 wall_clock_time_millis_testing 0.26702880859375 wall_clock_time_millis_testing 0.2658367156982422 wall_clock_time_millis_testing 0.26917457580566406 wall_clock_time_millis_training 3.90625 wall_clock_time_millis_training 3.7279129028320312 wall_clock_time_millis_training 3.225088119506836 wall_clock_time_millis_training 3.4050941467285156 wall_clock_time_millis_training 3.255128860473633 wall_clock_time_millis_training 3.2744407653808594 wall_clock_time_millis_training 3.145933151245117 wall_clock_time_millis_training 3.0879974365234375 wall_clock_time_millis_training 3.0813217163085938 wall_clock_time_millis_training 3.114938735961914 weighted_recall 0.9855072463768116 [0.974026,1] weighted_recall 0.9782608695652174 [0.974026,0.983607] weighted_recall 0.9781021897810219 [0.960526,1] weighted_recall 0.9781021897810219 [0.986842,0.967213] weighted_recall 1 [1,1] weighted_recall 0.9781021897810219 [0.973684,0.983607] weighted_recall 0.9927007299270073 [0.986842,1] weighted_recall 1 [1,1] weighted_recall 1 [1,1] weighted_recall 0.9708029197080292 [0.986842,0.95082]