96 29101 Python_3.8.18. Sklearn_0.23.1. NumPy_1.23.5. SciPy_1.10.1. memory null 29101 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"}}] 29101 verbose false 29101 n_jobs null 29102 remainder "passthrough" 29102 sparse_threshold 0.3 29102 transformer_weights null 29102 transformers [{"oml-python:serialized_object": "component_reference", "value": {"key": "numeric", "step_name": "numeric", "argument_1": [1, 2, 7, 10, 13, 14]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "argument_1": [0, 3, 4, 5, 6, 8, 9, 11, 12]}}] 29102 verbose false 29102 memory null 29103 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"}}] 29103 verbose false 29103 add_indicator false 29104 copy true 29104 fill_value null 29104 missing_values NaN 29104 strategy "mean" 29104 verbose 0 29104 copy true 29105 with_mean true 29105 with_std true 29105 memory null 29106 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"}}] 29106 verbose false 29106 add_indicator false 29107 copy true 29107 fill_value null 29107 missing_values NaN 29107 strategy "most_frequent" 29107 verbose 0 29107 categories "auto" 29108 drop null 29108 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 29108 handle_unknown "ignore" 29108 sparse true 29108 ccp_alpha 0.0 29109 class_weight null 29109 criterion "gini" 29109 max_depth null 29109 max_features null 29109 max_leaf_nodes null 29109 min_impurity_decrease 0.0 29109 min_impurity_split null 29109 min_samples_leaf 1 29109 min_samples_split 2 29109 min_weight_fraction_leaf 0.0 29109 presort "deprecated" 29109 random_state 62501 29109 splitter "best" 29109 openml-python Sklearn_0.23.1. usercpu_time_millis_training 20.399700000005794 wall_clock_time_millis_training 20.399808883666992 usercpu_time_millis_testing 5.5554999999998245 usercpu_time_millis 25.955200000005618 wall_clock_time_millis_testing 5.558013916015625 wall_clock_time_millis 25.957822799682617 predictive_accuracy 0.8281938325991189