From local explanations to global understanding with explainable AI for trees
From local explanations to global understanding with explainable AI for trees
Scott M. Lundberg,G. Erion,7 作者,Su-In Lee
2020 · DOI: 10.1038/s42256-019-0138-9
Nature Machine Intelligence · 引用 5,224 次
TLDR
An explanation method for trees is presented that enables the computation of optimal local explanations for individual predictions, and the authors demonstrate their method on three medical datasets.