Cross-Validation

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

In italiano: Cross-Validation

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

Examples

  • 5-fold cross-validation
  • Leave-one-out CV
  • Stratified k-fold