Computer scienceData scienceMachine learningRegressionRegression metrics

MSE and RMSE

Dealing with outliers

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Suppose our data comes with many outliers. Choose the false statement about MSE behavior in that case.

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Larger errors will have more weight in the final score than the smaller ones

All errors will have the same weight in the final score

Small errors will have significantly less impact on the final score when compared to large errors

Large errors will be amplified

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