Predictions, Lasso Regression, Model Averaging, Spline Regression, Crossvalidation.
cross-validation re-uses the data multiple times in which different parts are used for training and validation. The test set is the hold-out set and only used once. Cross-validation for a training/testing split and a training/validation/testing split. There is no fixed split for