/validation

Overview of validation techniques

Primary LanguageJupyter Notebook

Validation Techniques

This repo contains the code for the validation blog.

Subjects include:

  • Train/test split
  • k-Fold CV
  • Leave-one-out CV
  • Leave-one-group-out CV
  • Time-series CV
  • Nested CV
  • Wilcoxon signed-rank test
  • McNemar's test
  • 5x2CV paired t-test
  • 5x2CV combined F test