Table 2. Confusion matrix of each model in predicting OLP and non-OLP lesions using the photographs in the test dataset.
Model | Actual OLP | Actual non-OLP | |
---|---|---|---|
Xception | Predicted OLP | 51 (TP) | 9 (FN) |
Predicted non-OLP | 4 (FP) | 46 (TN) | |
ResNet152V2 | Predicted OLP | 42 (TP) | 4 (FN) |
Predicted non-OLP | 13 (FP) | 51 (TN) | |
EfficientNetB3 | Predicted OLP | 53 (TP) | 18 (FN) |
Predicted non-OLP | 2 (FP) | 37 (TN) |
Abbreviations: FN, false negative; FP, false positive; OLP, oral lichen planus; TN, true negative; TP, true positive.