119 22174 Python_3.9.18. Sklearn_0.24.0. NumPy_1.26.3. SciPy_1.10.0. memory null 22174 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"}}] 22174 verbose false 22174 n_jobs null 22175 remainder "passthrough" 22175 sparse_threshold 0.3 22175 transformer_weights null 22175 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": []}}] 22175 verbose false 22175 memory null 22176 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"}}] 22176 verbose false 22176 add_indicator false 22177 copy true 22177 fill_value null 22177 missing_values NaN 22177 strategy "mean" 22177 verbose 0 22177 copy true 22178 with_mean true 22178 with_std true 22178 memory null 22179 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"}}] 22179 verbose false 22179 add_indicator false 22180 copy true 22180 fill_value null 22180 missing_values NaN 22180 strategy "most_frequent" 22180 verbose 0 22180 categories "auto" 22181 drop null 22181 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 22181 handle_unknown "ignore" 22181 sparse true 22181 ccp_alpha 0.0 22182 class_weight null 22182 criterion "gini" 22182 max_depth null 22182 max_features null 22182 max_leaf_nodes null 22182 min_impurity_decrease 0.0 22182 min_impurity_split null 22182 min_samples_leaf 1 22182 min_samples_split 2 22182 min_weight_fraction_leaf 0.0 22182 random_state 62501 22182 splitter "best" 22182 openml-python Sklearn_0.24.0. usercpu_time_millis_training 5.609700000000828 wall_clock_time_millis_training 5.6095123291015625 usercpu_time_millis_testing 1.4022000000011303 usercpu_time_millis 7.011900000001958 wall_clock_time_millis_testing 1.4042854309082031 wall_clock_time_millis 7.013797760009766 predictive_accuracy 0.7233201581027668