Provable Boolean Interaction Recovery from Tree Ensemble obtained via Random Forests

Merle Behr, Yu Wang, Xiao Li +1

Random Forests (RF) are at the cutting edge of supervised machine learning in terms of prediction performance, especially in genomics. Iterative Random Forests (iRF) use a tree ens…