Toward Reliable Software Analytics: Systematic Integration of Explanations From Different Model-Agnostic Techniques
Gichan Lee, Scott Uk-Jin Lee · IEEE Software · 2023
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.