Richard F. Gunst, Robert L. Mason, Biased Estimation in Regression: An Evaluation Using Mean Squared Error, Journal of the American Statistical Association, Vol. 72, No. 359 (Sep., 1977), pp. 616-628 ...

The mean squared error is the average of the error values across all training items. Wrapping Up The primary advantage of logistic regression is simplicity. However, the major disadvantage of logistic ...

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