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original value and evaluate our model performance using different metrics. Evaluating The Model I am going to use 3 metrics. Namely, Mean Absolute Error Mean Squared Error R2 Score All the metrics is available inside the sklearn.metrics module. from sklearn.metrics import mean_absolute_error,