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. 2020 Oct 12;11:5131. doi: 10.1038/s41467-020-18918-3

Table 2.

Multiethnic machine learning experiments on synthetic data.

Synthetic data Data inequality Distribution discrepancy Machine learning model performance gap
Mixture learning Independent learning
1 Yes Yes Yesa Yesa
2 Yes No No Yesa
3 No Yes No No
4 No No No No

aPerformance gap > 0.05 (AUROC).