Mislabeled examples detection viewed as probing machine learning models: concepts, survey and extensive benchmark

Thomas George, Pierre Nodet, Alexis Bondu +1

Mislabeled examples are ubiquitous in real-world machine learning datasets, advocating the development of techniques for automatic detection. We show that most mislabeled detection…