Articles with "complexity classifier" as a keyword



The effect of data complexity on classifier performance

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Published in 2024 at "Empirical Software Engineering"

DOI: 10.1007/s10664-024-10554-5

Abstract: The research area of Software Defect Prediction (SDP) is both extensive and popular, and is often treated as a classification problem. Improvements in classification, pre-processing and tuning techniques, (together with many factors which can influence… read more here.

Keywords: classifier performance; complexity classifier; effect data; performance ... See more keywords