Table 3.
Validity of the faster R-CNN model and the postgraduate students in diagnosing proximal caries on bitewings
TP | FP | FN | TN | Accuracy | Sensitivity | Specificity | PPV | NPV | F1-score | |
---|---|---|---|---|---|---|---|---|---|---|
Neural network | 388 | 116 | 148 | 1,435 | 0.87 | 0.72 | 0.93 | 0.77 | 0.91 | 0.74 |
Postgraduate student | 253 | 95 | 283 | 1,456 | 0.82 | 0.47 | 0.94 | 0.73 | 0.84 | 0.57 |
TP, true positive; FP, false positive; TN, true negative; FN, false negative; PPV, positive predictive value; NPV, negative predictive value.