Table 3 F1-scores per class of validation and test set.
From: Facial recognition as a tool to identify Roman emperors: towards a new methodology
Validation | Test | |||||
|---|---|---|---|---|---|---|
Emperor name | Number of images | Exp 1 F1-score | Exp 2 F1-score | Number of images | Exp 1 F1-score | Exp 2 F1-score |
Antoninus Pius | 15 | 1.00 | 0.97 | 8 | 0.59 | 0.84 |
Augustus | 24 | 0.92 | 0.96 | 36 | 0.93 | 0.91 |
Caracalla | 16 | 0.94 | 0.94 | 10 | 0.80 | 0.84 |
Commodus | 14 | 0.88 | 0.97 | 13 | 0.76 | 0.85 |
Hadrian | 18 | 0.94 | 0.91 | 25 | 0.85 | 0.90 |
Lucius Verus | 21 | 0.95 | 0.93 | 19 | 0.76 | 0.97 |
Marcus Aurelius | 27 | 0.94 | 0.98 | 20 | 0.82 | 0.92 |
Non-emperors | 9 | 0.67 | 0.88 | 0 | 0.00 | 0.00 |
Septimius Severus | 14 | 0.86 | 0.92 | 6 | 0.44 | 0.77 |
Trajan | 16 | 0.94 | 0.97 | 11 | 0.86 | 0.88 |
Total/weighted average | 174 | 0.92 | 0.95 | 148 | 0.81 | 0.90 |
