{'params RF Raw 3': {'max_features': 20, 'min_samples_leaf': 40, 'min_samples_split': 40, 'n_estimators': 100}, 'params RF Raw norm 3': {'max_features': 20, 'min_samples_leaf': 3, 'min_samples_split': 40, 'n_estimators': 1000}, 'params ExF Raw 3': {'max_features': 'auto', 'min_samples_leaf': 3, 'min_samples_split': 16, 'n_estimators': 1000}, 'params ExF Raw norm 3': {'max_features': 'auto', 'min_samples_leaf': 3, 'min_samples_split': 10, 'n_estimators': 500}, 'params RF Raw Reduced-203': {'max_features': 20, 'min_samples_leaf': 40, 'min_samples_split': 16, 'n_estimators': 100}, 'params RF Raw norm Reduced-203': {'max_features': 10, 'min_samples_leaf': 20, 'min_samples_split': 16, 'n_estimators': 100}, 'params ExF Raw Reduced-203': {'max_features': 6, 'min_samples_leaf': 10, 'min_samples_split': 6, 'n_estimators': 500}, 'params ExF Raw norm Reduced-203': {'max_features': 20, 'min_samples_leaf': 20, 'min_samples_split': 40, 'n_estimators': 500}, 'params RF Raw Reduced-303': {'max_features': 10, 'min_samples_leaf': 20, 'min_samples_split': 16, 'n_estimators': 1000}, 'params RF Raw norm Reduced-303': {'max_features': 'auto', 'min_samples_leaf': 20, 'min_samples_split': 16, 'n_estimators': 500}, 'params ExF Raw Reduced-303': {'max_features': 10, 'min_samples_leaf': 3, 'min_samples_split': 40, 'n_estimators': 500}, 'params ExF Raw norm Reduced-303': {'max_features': 20, 'min_samples_leaf': 20, 'min_samples_split': 16, 'n_estimators': 500}, 'params RF Raw Reduced-403': {'max_features': 6, 'min_samples_leaf': 3, 'min_samples_split': 40, 'n_estimators': 1000}, 'params RF Raw norm Reduced-403': {'max_features': 'auto', 'min_samples_leaf': 3, 'min_samples_split': 40, 'n_estimators': 100}, 'params ExF Raw Reduced-403': {'max_features': 6, 'min_samples_leaf': 3, 'min_samples_split': 16, 'n_estimators': 100}, 'params ExF Raw norm Reduced-403': {'max_features': 6, 'min_samples_leaf': 3, 'min_samples_split': 40, 'n_estimators': 100}, 'params RF Raw Reduced-503': {'max_features': 6, 'min_samples_leaf': 10, 'min_samples_split': 10, 'n_estimators': 100}, 'params RF Raw norm Reduced-503': {'max_features': 'auto', 'min_samples_leaf': 10, 'min_samples_split': 16, 'n_estimators': 100}, 'params ExF Raw Reduced-503': {'max_features': 'auto', 'min_samples_leaf': 3, 'min_samples_split': 6, 'n_estimators': 1000}, 'params ExF Raw norm Reduced-503': {'max_features': 6, 'min_samples_leaf': 3, 'min_samples_split': 10, 'n_estimators': 500}, 'params RF Raw Reduced-603': {'max_features': 10, 'min_samples_leaf': 10, 'min_samples_split': 40, 'n_estimators': 100}, 'params RF Raw norm Reduced-603': {'max_features': 6, 'min_samples_leaf': 3, 'min_samples_split': 16, 'n_estimators': 500}, 'params ExF Raw Reduced-603': {'max_features': 10, 'min_samples_leaf': 10, 'min_samples_split': 10, 'n_estimators': 100}, 'params ExF Raw norm Reduced-603': {'max_features': 20, 'min_samples_leaf': 3, 'min_samples_split': 40, 'n_estimators': 500}, 'params RF Raw 5': {'max_features': 20, 'min_samples_leaf': 40, 'min_samples_split': 6, 'n_estimators': 500}, 'params RF Raw norm 5': {'max_features': 6, 'min_samples_leaf': 3, 'min_samples_split': 16, 'n_estimators': 500}, 'params ExF Raw 5': {'max_features': 'auto', 'min_samples_leaf': 10, 'min_samples_split': 6, 'n_estimators': 100}, 'params ExF Raw norm 5': {'max_features': 20, 'min_samples_leaf': 10, 'min_samples_split': 16, 'n_estimators': 100}, 'params RF Raw Reduced-205': {'max_features': 10, 'min_samples_leaf': 40, 'min_samples_split': 10, 'n_estimators': 100}, 'params RF Raw norm Reduced-205': {'max_features': 'auto', 'min_samples_leaf': 20, 'min_samples_split': 10, 'n_estimators': 100}, 'params ExF Raw Reduced-205': {'max_features': 20, 'min_samples_leaf': 40, 'min_samples_split': 10, 'n_estimators': 100}, 'params ExF Raw norm Reduced-205': {'max_features': 10, 'min_samples_leaf': 20, 'min_samples_split': 40, 'n_estimators': 1000}, 'params RF Raw Reduced-305': {'max_features': 10, 'min_samples_leaf': 40, 'min_samples_split': 10, 'n_estimators': 500}, 'params RF Raw norm Reduced-305': {'max_features': 'auto', 'min_samples_leaf': 3, 'min_samples_split': 40, 'n_estimators': 100}, 'params ExF Raw Reduced-305': {'max_features': 20, 'min_samples_leaf': 20, 'min_samples_split': 6, 'n_estimators': 500}, 'params ExF Raw norm Reduced-305': {'max_features': 'auto', 'min_samples_leaf': 3, 'min_samples_split': 16, 'n_estimators': 1000}, 'params RF Raw Reduced-405': {'max_features': 10, 'min_samples_leaf': 40, 'min_samples_split': 10, 'n_estimators': 100}, 'params RF Raw norm Reduced-405': {'max_features': 6, 'min_samples_leaf': 40, 'min_samples_split': 16, 'n_estimators': 100}, 'params ExF Raw Reduced-405': {'max_features': 20, 'min_samples_leaf': 40, 'min_samples_split': 16, 'n_estimators': 100}, 'params ExF Raw norm Reduced-405': {'max_features': 6, 'min_samples_leaf': 3, 'min_samples_split': 16, 'n_estimators': 100}, 'params RF Raw Reduced-505': {'max_features': 10, 'min_samples_leaf': 40, 'min_samples_split': 6, 'n_estimators': 100}, 'params RF Raw norm Reduced-505': {'max_features': 'auto', 'min_samples_leaf': 20, 'min_samples_split': 6, 'n_estimators': 100}, 'params ExF Raw Reduced-505': {'max_features': 20, 'min_samples_leaf': 20, 'min_samples_split': 16, 'n_estimators': 100}, 'params ExF Raw norm Reduced-505': {'max_features': 10, 'min_samples_leaf': 3, 'min_samples_split': 40, 'n_estimators': 100}, 'params RF Raw Reduced-605': {'max_features': 20, 'min_samples_leaf': 40, 'min_samples_split': 40, 'n_estimators': 500}, 'params RF Raw norm Reduced-605': {'max_features': 10, 'min_samples_leaf': 10, 'min_samples_split': 40, 'n_estimators': 100}, 'params ExF Raw Reduced-605': {'max_features': 6, 'min_samples_leaf': 3, 'min_samples_split': 16, 'n_estimators': 100}, 'params ExF Raw norm Reduced-605': {'max_features': 10, 'min_samples_leaf': 10, 'min_samples_split': 10, 'n_estimators': 100}, 'params RF Raw 8': {'max_features': 10, 'min_samples_leaf': 40, 'min_samples_split': 6, 'n_estimators': 100}, 'params RF Raw norm 8': {'max_features': 20, 'min_samples_leaf': 20, 'min_samples_split': 16, 'n_estimators': 1000}, 'params ExF Raw 8': {'max_features': 20, 'min_samples_leaf': 10, 'min_samples_split': 10, 'n_estimators': 1000}, 'params ExF Raw norm 8': {'max_features': 20, 'min_samples_leaf': 10, 'min_samples_split': 40, 'n_estimators': 100}, 'params RF Raw Reduced-208': {'max_features': 10, 'min_samples_leaf': 40, 'min_samples_split': 10, 'n_estimators': 100}, 'params RF Raw norm Reduced-208': {'max_features': 20, 'min_samples_leaf': 40, 'min_samples_split': 6, 'n_estimators': 100}, 'params ExF Raw Reduced-208': {'max_features': 'auto', 'min_samples_leaf': 10, 'min_samples_split': 40, 'n_estimators': 100}, 'params ExF Raw norm Reduced-208': {'max_features': 6, 'min_samples_leaf': 10, 'min_samples_split': 6, 'n_estimators': 500}, 'params RF Raw Reduced-308': {'max_features': 6, 'min_samples_leaf': 20, 'min_samples_split': 16, 'n_estimators': 100}, 'params RF Raw norm Reduced-308': {'max_features': 6, 'min_samples_leaf': 20, 'min_samples_split': 16, 'n_estimators': 500}, 'params ExF Raw Reduced-308': {'max_features': 6, 'min_samples_leaf': 10, 'min_samples_split': 10, 'n_estimators': 100}, 'params ExF Raw norm Reduced-308': {'max_features': 20, 'min_samples_leaf': 40, 'min_samples_split': 10, 'n_estimators': 500}, 'params RF Raw Reduced-408': {'max_features': 'auto', 'min_samples_leaf': 10, 'min_samples_split': 16, 'n_estimators': 500}, 'params RF Raw norm Reduced-408': {'max_features': 6, 'min_samples_leaf': 40, 'min_samples_split': 40, 'n_estimators': 500}, 'params ExF Raw Reduced-408': {'max_features': 20, 'min_samples_leaf': 10, 'min_samples_split': 40, 'n_estimators': 500}, 'params ExF Raw norm Reduced-408': {'max_features': 20, 'min_samples_leaf': 20, 'min_samples_split': 10, 'n_estimators': 1000}, 'params RF Raw Reduced-508': {'max_features': 10, 'min_samples_leaf': 20, 'min_samples_split': 6, 'n_estimators': 100}, 'params RF Raw norm Reduced-508': {'max_features': 10, 'min_samples_leaf': 20, 'min_samples_split': 6, 'n_estimators': 500}, 'params ExF Raw Reduced-508': {'max_features': 'auto', 'min_samples_leaf': 3, 'min_samples_split': 16, 'n_estimators': 100}, 'params ExF Raw norm Reduced-508': {'max_features': 20, 'min_samples_leaf': 10, 'min_samples_split': 16, 'n_estimators': 100}, 'params RF Raw Reduced-608': {'max_features': 20, 'min_samples_leaf': 40, 'min_samples_split': 10, 'n_estimators': 100}, 'params RF Raw norm Reduced-608': {'max_features': 20, 'min_samples_leaf': 20, 'min_samples_split': 10, 'n_estimators': 1000}, 'params ExF Raw Reduced-608': {'max_features': 6, 'min_samples_leaf': 3, 'min_samples_split': 16, 'n_estimators': 500}, 'params ExF Raw norm Reduced-608': {'max_features': 6, 'min_samples_leaf': 3, 'min_samples_split': 16, 'n_estimators': 100}}