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train_test_split X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=786) Split is done. Let’s build our model. Building Model I am going to create an XGBRegressor Model. But I recommend you to try different models and see which one performs best. If you don’t have