Model evaluation metrics as an alternative source of algorithmic bias

• In Event: Algorithmic Representation and Digital Equity

Brief Overview

This paper provides empirical and statistical simulation results on how machine learning evaluation metrics act an alternative source of algorithmic bias.

Author

• Jing Li, University of Illinois Urbana-Champaign