119 23786 Python_3.8.18. Sklearn_0.24.0. NumPy_1.24.4. SciPy_1.10.1. memory null 23786 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "transformer", "step_name": "transformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "classifier", "step_name": "classifier"}}] 23786 verbose false 23786 n_jobs null 23787 remainder "passthrough" 23787 sparse_threshold 0.3 23787 transformer_weights null 23787 transformers [{"oml-python:serialized_object": "component_reference", "value": {"key": "numeric", "step_name": "numeric", "argument_1": [0, 1, 2, 3, 4, 5, 6, 7]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "argument_1": []}}] 23787 verbose false 23787 memory null 23788 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}] 23788 verbose false 23788 add_indicator false 23789 copy true 23789 fill_value null 23789 missing_values NaN 23789 strategy "mean" 23789 verbose 0 23789 copy true 23790 with_mean true 23790 with_std true 23790 memory null 23791 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "customimputer", "step_name": "customimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}] 23791 verbose false 23791 add_indicator false 23792 copy true 23792 fill_value null 23792 missing_values NaN 23792 strategy "most_frequent" 23792 verbose 0 23792 categories "auto" 23793 drop null 23793 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 23793 handle_unknown "ignore" 23793 sparse true 23793 ccp_alpha 0.0 23794 class_weight null 23794 criterion "gini" 23794 max_depth null 23794 max_features null 23794 max_leaf_nodes null 23794 min_impurity_decrease 0.0 23794 min_impurity_split null 23794 min_samples_leaf 1 23794 min_samples_split 2 23794 min_weight_fraction_leaf 0.0 23794 random_state 62501 23794 splitter "best" 23794 openml-python Sklearn_0.24.0. usercpu_time_millis_training 5.768399999997342 wall_clock_time_millis_training 5.768299102783203 usercpu_time_millis_testing 1.500699999997579 usercpu_time_millis 7.269099999994921 wall_clock_time_millis_testing 1.5027523040771484 wall_clock_time_millis 7.271051406860352 predictive_accuracy 0.7233201581027668