Label Noise Cleaning for Supervised Classification via Bernoulli Random Sampling

Yuxin Liu, Xiong Jin, Yang Han

Label noise - incorrect labels assigned to observations - can substantially degrade the performance of supervised classifiers. This paper proposes a label noise cleaning method bas…