Improved high-dimensional prediction with Random Forests by the use of co-data

Dennis E. te Beest, Steven W. Mes, Ruud H. Brakenhoff +1

Prediction in high dimensional settings is difficult due to large by number of variables relative to the sample size. We demonstrate how auxiliary "co-data" can be used to improve…