Introduction to Cross-Validation

In this video, we learn about fundamental concepts and methods related to cross-validation, where cross-validation can be used to evaluate a model's performance. Further, we distinguish between statistical cross-validation methods (e.g., adjusted R-squared, squared cross-validity, cross validity) and empirical cross-validation methods (e.g., holdout method, k-fold cross-validation, leave-one-out cross validation).