The impact of feature importance methods on the interpretation of defect classifiers

Gopi Krishnan Rajbahadur, Shaowei Wang, Yasutaka Kamei +1

Classifier specific (CS) and classifier agnostic (CA) feature importance methods are widely used (often interchangeably) by prior studies to derive feature importance ranks from a…