Predictions, Lasso Regression, Model Averaging, Spline Regression, Crossvalidation.
and fit the model to the remaining k − 1 parts of the data. Use this model to calculate the prediction error for the reserved part of the data. Do this for all k parts, and combine the k estimates of the prediction error. K-Fold Cross-Validation. Leave-One-Out Cross Validation is a special case of