Prefer a chat interface with context about you and your work?
Improved high-dimensional prediction with Random Forests by the use of co-data
Prediction in high dimensional settings is difficult due to the large number of variables relative to the sample size. We demonstrate how auxiliary ‘co-data’ can be used to improve the performance of a Random Forest in such a setting. Co-data are incorporated in the Random Forest by replacing the uniform …