Conditional Inference Trees and Forests for Feature Selection

Robert Milletich, Justin Downes, Steve Goley +1

Conditional inference trees (CIT) and conditional inference forests (CIF) reduce split-selection bias by testing features before choosing split thresholds, but repeated permutation…