119 18192 Python_3.10.8. Sklearn_1.3.2. NumPy_1.26.3. SciPy_1.11.4. memory null 18192 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"}}] 18192 verbose false 18192 n_jobs null 18193 remainder "passthrough" 18193 sparse_threshold 0.3 18193 transformer_weights null 18193 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": []}}] 18193 verbose false 18193 verbose_feature_names_out true 18193 memory null 18194 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"}}] 18194 verbose false 18194 add_indicator false 18195 copy true 18195 fill_value null 18195 keep_empty_features false 18195 missing_values NaN 18195 strategy "mean" 18195 copy true 18196 with_mean true 18196 with_std true 18196 memory null 18197 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"}}] 18197 verbose false 18197 add_indicator false 18198 copy true 18198 fill_value null 18198 keep_empty_features false 18198 missing_values NaN 18198 strategy "most_frequent" 18198 categories "auto" 18199 drop null 18199 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 18199 feature_name_combiner "concat" 18199 handle_unknown "ignore" 18199 max_categories null 18199 min_frequency null 18199 sparse "deprecated" 18199 sparse_output true 18199 ccp_alpha 0.0 18200 class_weight null 18200 criterion "gini" 18200 max_depth null 18200 max_features null 18200 max_leaf_nodes null 18200 min_impurity_decrease 0.0 18200 min_samples_leaf 1 18200 min_samples_split 2 18200 min_weight_fraction_leaf 0.0 18200 random_state 62501 18200 splitter "best" 18200 openml-python Sklearn_1.3.2. usercpu_time_millis_training 10.506899000006342 wall_clock_time_millis_training 10.521888732910156 usercpu_time_millis_testing 2.904111999981751 usercpu_time_millis 13.411010999988093 wall_clock_time_millis_testing 2.9175281524658203 wall_clock_time_millis 13.439416885375977 predictive_accuracy 0.7233201581027668