Leave-One-Out-Cross-Validation

Definition

$\text{LOOCV}(\hat{f})=\frac{1}{n}\sum _{i=1}^{n}L(Y_i,{\hat{f}}_{-i}({\mathbf{X}}_i))$ Cross Validation with $K=n$