Hollow-tree super: A directional and scalable approach for feature importance in boosted tree models - Doyen, Stephane; Taylor, Hugh; Nicholas, Peter; Crawford, Lewis; Young, Isabella; Sughrue, Michael E. (PloS one, 2021)
Keywords: Algorithms; Analysis; Biology and Life Sciences; Brain; Classification; Computational neuroscience; Computer and Information Sciences; Data analysis; Data visualization; Datasets; Decision making; Decision tree; Decision trees; Engineering and Technology; Learning algorithms; Machine learning; Medical imaging; Medicine and Health Sciences; Mental disorders; Methodology; Methods; Modelling; Neurosciences; Permutations; Physical Sciences; Research and Analysis Methods; Schizophrenia; Social Sciences; Trees; Australia; Sydney New South Wales Australia