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. 2024 Oct 17;56(1):2407063. doi: 10.1080/07853890.2024.2407063

Table 2.

Model performance with domain adaptation.

    LR RF GAT
Chicago → Houston F1 Score 0.417 0.401 0.665
AUROC 0.643 0.687 0.743
AUPRC 0.436 0.477 0.608
Houston → Chicago F1 Score 0.483 0.348 0.639
AUROC 0.758 0.749 0.772
AUPRC 0.612 0.609 0.820

Training was done with 100% of the source city and 30% of the target city, with the remaining 70% of the target city for predicting HIV infection status.