Assessment parameter | Median discrimination metrics (IQR) | p-value | |
---|---|---|---|
Image resolution |  < 224 × 224 | 0.86 (0.81–0.96) | 0.029a |
224 × 224 to 512 × 512 | 0.96 (0.94–0.99) | ||
 ≥ 512 × 512 | 0.94 (0.90–0.96) | ||
Class overlap | Adjusted/Good | 0.95 (0.87–0.98) | 0.030b |
Poor | 0.80 (0.76–0.90) | ||
Class parity | Adjusted/Good | 0.94 (0.86–0.98) | 0.125b |
Poor | 0.93 (0.84–0.97) | ||
Data fairness | Adjusted/Good | 0.96 (0.92–0.98) | 0.881b |
Poor | 0.92 (0.84–0.96) | ||
Data representativeness | Adjusted/Good | 0.92 (0.84–0.96) | 0.217b |
Poor | 0.96 (0.88–0.98) |