Table 5 Single-mode FTIR comparison experiment.
Model | Accuracy | Precision | Sensitivity | Specificity | F1-score | AUC |
|---|---|---|---|---|---|---|
EF-LSTM | 94.00 | 94.34 | 94.00 | 94.00 | 93.98 | 94.00 |
LF-DNN | 94.00 | 94.52 | 94.00 | 94.00 | 93.97 | 94.00 |
AlexNet | 85.00 | 89.63 | 85.00 | 85.00 | 84.07 | 85.00 |
VGG-19 | 73.89 | 83.43 | 74.00 | 74.00 | 70.89 | 74.00 |
ResNet | 92.00 | 92.43 | 92.00 | 92.00 | 91.95 | 92.00 |
DenseNet | 91.89 | 92.36 | 92.00 | 92.00 | 91.88 | 92.00 |
MSCNet | 95.84 | 96.59 | 96.00 | 96.00 | 95.80 | 96.00 |
