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]

@inproceedings{ShahiniBM24,
  title = {Variance of ML-based software fault predictors: are we really improving fault prediction?},
  author = {Xhulja Shahini and Domenic Bubel and Andreas Metzger},
  year = {2024},
  doi = {10.18420/sw2024_26},
  url = {https://doi.org/10.18420/sw2024_26},
  researchr = {https://researchr.org/publication/ShahiniBM24},
  cites = {0},
  citedby = {0},
  pages = {89-90},
  booktitle = {Software Engineering 2024, Fachtagung des GI-Fachbereichs Softwaretechnik, Linz, Austria, February 26 - March 1, 2024},
  editor = {Rick Rabiser and Manuel Wimmer and Iris Groher and Andreas Wortmann 0001 and Bianca Wiesmayr},
  volume = {P-343},
  series = {LNI},
  publisher = {Gesellschaft für Informatik e.V.},
  isbn = {978-3-88579-737-1},
}