7682 4404 sklearn.pipeline.Pipeline(Imputer=sklearn.preprocessing.imputation.Imputer,OneHotEncoder=sklearn.preprocessing.data.OneHotEncoder,Classifier=sklearn.ensemble.forest.RandomForestClassifier) sklearn.pipeline.Pipeline 12 openml==0.6.0,sklearn==0.19.1 Automatically created scikit-learn flow. 2017-12-12T01:04:32 English sklearn==0.19.1 numpy>=1.6.1 scipy>=0.9 memory null steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "Imputer", "step_name": "Imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "OneHotEncoder", "step_name": "OneHotEncoder"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "Classifier", "step_name": "Classifier"}}] OneHotEncoder 7644 3886 sklearn.preprocessing.data.OneHotEncoder sklearn.preprocessing.data.OneHotEncoder 17 openml==0.6.0,sklearn==0.19.1 Automatically created scikit-learn flow. 2017-11-14T19:26:22 English sklearn==0.19.1 numpy>=1.6.1 scipy>=0.9 categorical_features [0, 1, 2, 3, 4, 5, 6, 7, 8] dtype {"oml-python:serialized_object": "type", "value": "np.float64"} handle_unknown "ignore" n_values "auto" sparse true openml-python python scikit-learn sklearn sklearn_0.19.1 Imputer 7683 4404 sklearn.preprocessing.imputation.Imputer sklearn.preprocessing.imputation.Imputer 15 openml==0.6.0,sklearn==0.19.1 Automatically created scikit-learn flow. 2017-12-12T01:04:32 English sklearn==0.19.1 numpy>=1.6.1 scipy>=0.9 axis 0 copy true missing_values "NaN" strategy "median" verbose 0 openml-python python scikit-learn sklearn sklearn_0.19.1 Classifier 7684 4404 sklearn.ensemble.forest.RandomForestClassifier sklearn.ensemble.forest.RandomForestClassifier 32 openml==0.6.0,sklearn==0.19.1 Automatically created scikit-learn flow. 2017-12-12T01:04:32 English sklearn==0.19.1 numpy>=1.6.1 scipy>=0.9 bootstrap true class_weight null criterion "gini" max_depth null max_features "auto" max_leaf_nodes null min_impurity_decrease 0.0 min_impurity_split null min_samples_leaf 1 min_samples_split 2 min_weight_fraction_leaf 0.0 n_estimators 10 n_jobs 1 oob_score false random_state null verbose 0 warm_start false openml-python python scikit-learn sklearn sklearn_0.19.1 Verified_Supervised_Classification openml-python python scikit-learn sklearn sklearn_0.19.1 Verified_Supervised_Classification