James McCaffrey walks you through whys and hows of using k-fold cross-validation to gauge the quality of your neural network values.

In the context of variable selection under a linear regression model, we show that the delete-d MCV criterion is asymptotically equivalent to the well known FPE criterion. Two computationally more ...

Denis Chetverikov, Zhipeng Liao, Victor Chernozhukov, ON CROSS-VALIDATED LASSO IN HIGH DIMENSIONS, The Annals of Statistics, Vol. 49, No. 3 (June 2021), pp. 1300-1317 ...