TABLE 5.
Evaluation metrics representing the performance of the GBM model classifying surgical expertise of participants performing blunt dissection, retraction, cold dissection, and burn dissection subtasks into 3 levels: inexperienced, competent, or experienced
Average % (Standard Deviation%) | Subtask 1: Blunt Dissection | Subtask 2: Retraction | Subtask 3: Cold Dissection | Subtask 4: Burn Dissection |
---|---|---|---|---|
Precision | 92 (4) | 96 (1) | 94 (4) | 96 (1) |
Recall | 95 (4) | 96 (2) | 96 (3) | 96 (2) |
F1-score | 93 (4) | 96 (1) | 94 (3) | 96 (2) |
Accuracy | 95 (3) | 96 (1) | 96 (2) | 96 (2) |