Predictions, Lasso Regression, Model Averaging, Spline Regression, Crossvalidation.
a Five-Fold Cross-Validation. In k-fold cross validation, the data are split into k roughly equal-sized parts. One of these parts is held out for validation, and the model is fit on the remaining parts. This fitted model is used to compute the predicted residual sum of squares on the omitted part,