Justin Downes

Conditional Inference Trees and Forests for Feature Selection

Robert Milletich, Justin Downes, Steve Goley, Newel Hirst

Conditional inference trees (CIT) and conditional inference forests (CIF) reduce split-selection bias by testing features before choosing split thresholds, but repeated permutation tests and threshold searches can make these methods computationally expensive. We study CIT and CIF…Read more