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knr = KNeighborsRegressor(weights='distance', n_neighbors=200)
knr.fit(X_train, Y_train)
print("KNN Score: ", knr.score(X_train, Y_train))
print("KNN Test Score: ", knr.score(X_test, Y_test))
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