Building the KNN Model on our dataset from sklearn.neighbors import KNeighborsRegressor KNN_model = KNeighborsRegressor(n_neighbors=3).fit(X_train,Y_train) KNN_predict = KNN_model.predict(X_test) #Predictions on Testing data print(KNN_predict)