Extracting Optimal Explanations for Ensemble Trees via Logical Reasoning

Gelin Zhang, Zhe Hou, Yanhong Huang +4

Ensemble trees are a popular machine learning model which often yields high prediction performance when analysing structured data. Although individual small decision trees are deem…