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 |