Table 4.

Accuracy, precision, recall and F1-scores for effective automated surgical workflow recognition.

	Accuracy	Precision	Recall	F1-scores
Step	0.96	0.95	0.95	0.95
Task	0.88	0.80	0.78	0.78
Activity	0.82	0.68	0.58	0.60