What is Biased Labels in Machine Learning

The training set used to train the ML model can be labeled by humans who may have been biased during the tagging process. For example, in a system that predicts the success rate of a job candidate, if the labeling was done by a person who is biased (intentionally or unintentionally), the ML model will learn the bias that exists in the labeled data set it receives.