Machine Learning Bias – Sources, Consequences and Mitigations

Machine Learning Bias

Introduction What is Machine Learning Bias? Machine learning bias refers to unfairness, prejudice, or favoritism exhibited by machine learning models. It occurs when models systematically discriminate against certain individuals or groups based on sensitive characteristics such as race, gender, age, disability status, income level, etc. Machine learning models rely on data and algorithms to learn […]