Toward Reliable Software Analytics: Systematic Integration of Explanations From Different Model-Agnostic Techniques

This article discusses the problems caused by the inconsistent explanations generated from different model-agnostic techniques for software analytics. We propose a method to integrate inconsistent explanations to derive information that can provide more useful and reliable software analytics to practitioners.