Predictions, Lasso Regression, Model Averaging, Spline Regression, Crossvalidation.
it is truly at THIS stage that you get a glimpse of your model’s usability to predict for scenario’s that: Either an interpolation of the training data An extrapolation Remember, extrapolation can be a real pain if not impossible! In-house extrapolation. If you want to test your model, you need to