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from sklearn.ensemble import RandomForestRegressor, RandomForestClassifier

from sklearn.ensemble import RandomForestRegressor, RandomForestClassifier
random_forest_model = RandomForestRegressor(n_jobs=-1, min_samples_leaf=3, n_estimators=200)
random_forest_model.fit(features_rdf, target_rdf)
random_forest_model.score(features_rdf, target_rdf)