Variance of ML-based software fault predictors: are we really improving fault prediction?

Xhulja Shahini, Domenic Bubel, Andreas Metzger. Variance of ML-based software fault predictors: are we really improving fault prediction?. In Rick Rabiser, Manuel Wimmer, Iris Groher, Andreas Wortmann 0001, Bianca Wiesmayr, editors, Software Engineering 2024, Fachtagung des GI-Fachbereichs Softwaretechnik, Linz, Austria, February 26 - March 1, 2024. Volume P-343 of LNI, pages 89-90, Gesellschaft für Informatik e.V., 2024. [doi]

Abstract

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