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part. from xgboost import XGBRegressor model = XGBRegressor() model.fit(X_train, y_train) model_prediction = model.predict(X_test) Our model is ready and we have also made the prediction using the model which is stored in model_prediction variable. Let’s use the prediction and compare it with the