Articles with "importance methods" as a keyword



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The Impact of Feature Importance Methods on the Interpretation of Defect Classifiers

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Published in 2022 at "IEEE Transactions on Software Engineering"

DOI: 10.1109/tse.2021.3056941

Abstract: 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 defect classifier. However, different feature importance methods are likely to… read more here.

Keywords: computed feature; feature importance; importance methods; importance ... See more keywords