k-fold cross valiation

${\text{CV}}_k=\frac{1}{k}{\sum }_{i=1}^l{\text{loss}}_i,$ where

• $k$ is the number of folds
• ${\text{loss}}_i$ is the loss function (e.g. MSE, logloss, accuracy)