AI Blog

AI Blog

by Michele Laurelli

Cross-Validation

Technique
Definition

Resampling technique evaluating model performance by splitting data into multiple train-test folds.

K-fold CV divides data into k parts, trains on k-1 and tests on 1, repeating k times. Provides robust performance estimates.

Examples

1

5-fold cross-validation

2

Leave-one-out CV

3

Stratified k-fold

Michele Laurelli - AI Research & Engineering