Table 2 Precision, Recall, F1 Score and AUC for each skill for Binary classifier.
From: Automated assessment of simulated laparoscopic surgical skill performance using deep learning
| Â | Precision | Recall | F1 Score | AUC |
|---|---|---|---|---|
| Â | Â | Stack | Â | Â |
Expert | 0.94 | 0.88 | 0.91 | 0.92 |
Novice | 0.88 | 0.94 | 0.91 | 0.89 |
| Â | Â | Tower | Â | Â |
Expert | 0.95 | 1.0 | 0.97 | 0.99 |
Novice | 1.0 | 0.95 | 0.97 | 0.99 |
| Â | Â | Bands | Â | Â |
Expert | 0.71 | 0.97 | 0.82 | 0.86 |
Novice | 0.96 | 0.61 | 0.74 | 0.79 |
