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"""#среднее по рандомным деревьям показывает неплохой результат
from sklearn.ensemble import RandomForestRegressor
Begging = RandomForestRegressor(max_depth=30, n_estimators=300)
Begging.fit(X_train, Y_train)
print("train score", Begging.score(X_train, Y_train))
print("test score", Begging.score(X_test, Y_test))
#print("crossVal score", cross_val_score(Begging, X, Y, cv=3).mean())"""