115 349 Python_3.8.18. Sklearn_0.23.1. NumPy_1.23.5. SciPy_1.10.1. memory null 349 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "scaler", "step_name": "scaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "boosting", "step_name": "boosting"}}] 349 verbose false 349 copy true 350 with_mean false 350 with_std true 350 algorithm "SAMME.R" 351 learning_rate 1.0 351 n_estimators 50 351 random_state 24580 351 ccp_alpha 0.0 353 class_weight null 353 criterion "gini" 353 max_depth null 353 max_features null 353 max_leaf_nodes null 353 min_impurity_decrease 0.0 353 min_impurity_split null 353 min_samples_leaf 1 353 min_samples_split 2 353 min_weight_fraction_leaf 0.0 353 presort "deprecated" 353 random_state 11535 353 splitter "best" 353 openml-python Sklearn_0.23.1. usercpu_time_millis_training 10.006999999999877 usercpu_time_millis_training 11.137600000000525 usercpu_time_millis_training 7.596799999999959 usercpu_time_millis_training 10.778100000000457 usercpu_time_millis_training 10.75339999999958 usercpu_time_millis_training 10.102299999999786 usercpu_time_millis_training 8.343700000000176 usercpu_time_millis_training 8.145200000000408 usercpu_time_millis_training 11.759200000000192 usercpu_time_millis_training 11.364899999999345 wall_clock_time_millis_training 10.005474090576172 wall_clock_time_millis_training 11.139631271362305 wall_clock_time_millis_training 7.597446441650391 wall_clock_time_millis_training 10.778665542602539 wall_clock_time_millis_training 10.753870010375977 wall_clock_time_millis_training 10.103464126586914 wall_clock_time_millis_training 8.346080780029297 wall_clock_time_millis_training 8.147716522216797 wall_clock_time_millis_training 11.760473251342773 wall_clock_time_millis_training 11.365175247192383 usercpu_time_millis_testing 2.3401999999999035 usercpu_time_millis_testing 2.464299999999753 usercpu_time_millis_testing 1.6607000000004035 usercpu_time_millis_testing 2.498199999999784 usercpu_time_millis_testing 2.545199999999248 usercpu_time_millis_testing 1.646700000000223 usercpu_time_millis_testing 2.2054999999996383 usercpu_time_millis_testing 2.8702999999996592 usercpu_time_millis_testing 2.843499999999999 usercpu_time_millis_testing 2.7397000000002336 usercpu_time_millis 12.34719999999978 usercpu_time_millis 13.601900000000278 usercpu_time_millis 9.257500000000363 usercpu_time_millis 13.27630000000024 usercpu_time_millis 13.298599999998828 usercpu_time_millis 11.74900000000001 usercpu_time_millis 10.549199999999814 usercpu_time_millis 11.015500000000067 usercpu_time_millis 14.60270000000019 usercpu_time_millis 14.104599999999579 wall_clock_time_millis_testing 2.3431777954101562 wall_clock_time_millis_testing 2.4700164794921875 wall_clock_time_millis_testing 1.6632080078125 wall_clock_time_millis_testing 2.5014877319335938 wall_clock_time_millis_testing 2.5482177734375 wall_clock_time_millis_testing 1.649618148803711 wall_clock_time_millis_testing 2.209186553955078 wall_clock_time_millis_testing 2.8748512268066406 wall_clock_time_millis_testing 2.848386764526367 wall_clock_time_millis_testing 2.7441978454589844 wall_clock_time_millis 12.348651885986328 wall_clock_time_millis 13.609647750854492 wall_clock_time_millis 9.26065444946289 wall_clock_time_millis 13.280153274536133 wall_clock_time_millis 13.302087783813477 wall_clock_time_millis 11.753082275390625 wall_clock_time_millis 10.555267333984375 wall_clock_time_millis 11.022567749023438 wall_clock_time_millis 14.60886001586914 wall_clock_time_millis 14.109373092651367 predictive_accuracy 0.7402597402597403 predictive_accuracy 0.6233766233766234 predictive_accuracy 0.6233766233766234 predictive_accuracy 0.7662337662337663 predictive_accuracy 0.6753246753246753 predictive_accuracy 0.7662337662337663 predictive_accuracy 0.6623376623376623 predictive_accuracy 0.7402597402597403 predictive_accuracy 0.631578947368421 predictive_accuracy 0.6842105263157895