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. Author manuscript; available in PMC: 2024 May 20.
Published in final edited form as: J Biomed Inform. 2023 Jan 24;138:104294. doi: 10.1016/j.jbi.2023.104294

Fig. 2.

Fig. 2.

A comparison of EODs and DIs for three ML models before and after debiasing. The error bar represents standard deviation. A: Change of EOD across race groups before (original) and after removing protected attribute, resampling by size, and resampling by proportion compared to the original value before debiasing for each model. B: Change of DI across races before and after debiasing. C: Change of EOD across gender before and after debiasing. D: Change of DI across gender before and after debiasing.