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 33744 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 15520 353 splitter "best" 353 openml-python Sklearn_0.23.1. usercpu_time_millis_training 6.825999999999333 usercpu_time_millis_training 6.8006000000000455 usercpu_time_millis_training 6.814999999999571 usercpu_time_millis_training 9.18960000000002 usercpu_time_millis_training 6.084400000000656 usercpu_time_millis_training 8.317700000000094 usercpu_time_millis_training 9.118599999999866 usercpu_time_millis_training 8.889899999999784 usercpu_time_millis_training 8.911200000000008 usercpu_time_millis_training 8.658699999999797 wall_clock_time_millis_training 6.824970245361328 wall_clock_time_millis_training 6.801605224609375 wall_clock_time_millis_training 6.81614875793457 wall_clock_time_millis_training 9.189844131469727 wall_clock_time_millis_training 6.084918975830078 wall_clock_time_millis_training 8.31913948059082 wall_clock_time_millis_training 9.119749069213867 wall_clock_time_millis_training 8.890151977539062 wall_clock_time_millis_training 8.911609649658203 wall_clock_time_millis_training 8.667707443237305 usercpu_time_millis_testing 1.3471000000002675 usercpu_time_millis_testing 1.9092000000000553 usercpu_time_millis_testing 1.987500000000253 usercpu_time_millis_testing 1.9105999999995404 usercpu_time_millis_testing 1.2359000000001785 usercpu_time_millis_testing 1.6687000000006336 usercpu_time_millis_testing 2.00010000000006 usercpu_time_millis_testing 1.894499999999688 usercpu_time_millis_testing 1.8497999999995685 usercpu_time_millis_testing 1.870199999999933 usercpu_time_millis 8.1730999999996 usercpu_time_millis 8.7098000000001 usercpu_time_millis 8.802499999999824 usercpu_time_millis 11.10019999999956 usercpu_time_millis 7.3203000000008345 usercpu_time_millis 9.986400000000728 usercpu_time_millis 11.118699999999926 usercpu_time_millis 10.784399999999472 usercpu_time_millis 10.760999999999576 usercpu_time_millis 10.52889999999973 wall_clock_time_millis_testing 1.3499259948730469 wall_clock_time_millis_testing 1.9116401672363281 wall_clock_time_millis_testing 2.003192901611328 wall_clock_time_millis_testing 1.9130706787109375 wall_clock_time_millis_testing 1.238107681274414 wall_clock_time_millis_testing 1.6717910766601562 wall_clock_time_millis_testing 2.0029544830322266 wall_clock_time_millis_testing 1.8973350524902344 wall_clock_time_millis_testing 1.8525123596191406 wall_clock_time_millis_testing 1.8794536590576172 wall_clock_time_millis 8.174896240234375 wall_clock_time_millis 8.713245391845703 wall_clock_time_millis 8.819341659545898 wall_clock_time_millis 11.102914810180664 wall_clock_time_millis 7.323026657104492 wall_clock_time_millis 9.990930557250977 wall_clock_time_millis 11.122703552246094 wall_clock_time_millis 10.787487030029297 wall_clock_time_millis 10.764122009277344 wall_clock_time_millis 10.547161102294922 predictive_accuracy 0.7142857142857143 predictive_accuracy 0.6233766233766234 predictive_accuracy 0.6753246753246753 predictive_accuracy 0.7922077922077922 predictive_accuracy 0.6883116883116883 predictive_accuracy 0.7272727272727273 predictive_accuracy 0.6623376623376623 predictive_accuracy 0.7402597402597403 predictive_accuracy 0.6447368421052632 predictive_accuracy 0.6578947368421053