Jerzy Stefanowski

A-PETE: Adaptive Prototype Explanations of Tree Ensembles

2024 · arXiv (Cornell University)

The need for interpreting machine learning models is addressed through prototype explanations within the context of tree ensembles. An algorithm named Adaptive Prototype Explanations of Tree Ensembles (A-PETE) is proposed to automatise the selection of …