Predictions, Lasso Regression, Model Averaging, Spline Regression, Crossvalidation.
at work selecting the number of factors to be used in the final model for a maximum explain / predict ratio. The PLS algorithm can be changed to go for maximum explainability or prediction if one would like to do so. Variable importance plot with a benchmark horizontal line. Influential