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R Data Analysis Cookbook - Second Edition by Kuntal Ganguly

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Computing the root-mean-square error

You may build a regression model and want to evaluate the model by comparing the model's predictions with the actual outcomes. You will generally evaluate a model's performance on the training data but will rely on the model's performance on the holdout data to get an objective measure.

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