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. 2021 Dec 16;10(14):16. doi: 10.1167/tvst.10.14.16

Table 1.

Performance Metrics Including AUC, F1 Score, and Accuracy Based on Different Datasets

Dataset Classes, n AUC F1 Score Accuracy (%)
Development dataset 1 (542 eyes) 2 0.99 0.99 98.5
3 0.93 0.81 81.5
Independent test dataset 2 (150 eyes) 2 0.99 0.92 92
3 0.81 0.69 68.7
Merged datasets (692 eyes) 2 0.99 0.98 97.7
3 0.96 0.85 84.4