Predictions, Lasso Regression, Model Averaging, Spline Regression, Crossvalidation.
validate and test seems to be equivocal across steps. Predictions are a bit off for certain values. Lets use the Data Partition method. You can see that there is for sure overfitting taking place, with an ASE test/train ratio of about 13. The reason why the Test error is so big is because there are