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Day 7
You are dealing with a regression problem where the dataset has some outliers present in it. Which of the following would be the best metric to use?
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MAE is robust to outliers
RMSE & MSE penalize heavily if a outlier is present due to their nature of squaring the error terms. On the other hand, MAE doesn't give much importance to an outlier value and treats it like other error values. MAE is usually robust to outliers.
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