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. Author manuscript; available in PMC: 2023 Jan 1.
Published in final edited form as: Surg Endosc. 2021 Feb 8;36(1):679–688. doi: 10.1007/s00464-021-08336-x

Table 2.

The precision, recall and F1 score of each tool for the ML classifier in RCNN-LP after removing the decision model

TOOL PRECISION (%) RECALL (%) F1 (%)
BIPOLAR 77.62 83.57 80.49
CLIPPER 83.22 81.90 82.56
GRASPER 69.99 90.28 78.85
HOOK 95.33 93.43 94.37
IRRIGATOR 77.27 83.60 80.31
SCISSORS 82.91 82.91 82.91
SPECIMEN BAG 76.96 94.91 85.00
MEAN 80.55 87.22 83.50