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

no code implementations • 26 Oct 2023 • Xhulja Shahini, Domenic Bubel, Andreas Metzger

These stochastic elements, also known as nondeterminism-introducing (NI) factors, lead to variance in the training process and as a result, lead to variance in prediction accuracy and training time.