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Performance measurement (a) and the confusion matrix of one test fold (b) for RetinaNet approach on test images. Positive: non-cervix image. (Sens. = Sensitivity, Spec. = Specificity, Std. = Standard deviation, Avg. = Average).
| (a) | |||||
| Methods | Accuracy (Avg./Std.) | Sens. (Avg.) | Spec. (Avg./Std.) | F-1 Score (Avg.) | |
| RetinaNet | 0.911/0.010 | 0.918 | 0.908/0.011 | 0.877 | |
| (b) | |||||
| True Positive | True Negative | ||||
| Predicted Positive | 1667 | 279 | |||
| Predicted Negative | 149 | 2736 | |||
