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. 2019 Dec 30;99(1):637–646. doi: 10.3382/ps/pez564

Table 2.

Faster-RCNN+MRMnet confusion matrix statistics with unbalanced data.

Stun states Insufficiently stunned Moderately stunned Excessively stunned Sensitivity (%) Precision (%) F1 score (%) Accuracy (%) Time on GPU (s)
Insufficiently stunned 2,539 18 23 98.41 98.37 98.39
Moderately stunned 17 1,473 10 98.20 97.81 98.00 98.06 0.0822
Excessively stunned 25 15 1,448 97.31 97.78 97.54