Fairness and Bias

A fair world in ML modeling where men and women should be treated the same way

A study of gender fairness of ML models trained from UCL Adult dataset

Sun Weiran
Towards Data Science
9 min readSep 23, 2021

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Photo by Mapbox on Unsplash

Background

Unfortunately, the world we are living in was once dominated by all kinds of stereotypes and discriminations —…

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