Table 1.
Distribution of Image Quality Labels Over the Training and Test Sets, Including the Pairwise Inter-Rater Agreement Calculated as the Pairwise F1-Score
CLASS | TRAIN IMAGE COUNT | TEST IMAGE COUNT | PAIRWISE TRAIN F1 | PAIRWISE TEST F1 |
---|---|---|---|---|
Lesion | 17,534 | 4,803 | 0.86 ± 0.03 | 0.84 ± 0.08 |
No skin | 461 | 265 | 0.93 ± 0.03 | 0.92 ± 0.04 |
Healthy skin | 3,903 | 2,421 | 0.62 ± 0.10 | 0.65 ± 0.10 |
Poor quality | 4,737 | 2,385 | 0.63 ± 0.08 | 0.67 ± 0.07 |
Mean | 6658.75 | 2468.5 | 0.76 ± 0.06 | 0.77 ± 0.07 |