Provable Recovery of Locally Important Signed Features and Interactions from Random Forest

Kata Vuk, Nicolas Alexander Ihlo, Merle Behr

Feature and Interaction Importance (FII) methods are essential in supervised learning for assessing the relevance of input variables and their interactions in complex prediction mo…