Model | P/% | R/% | F1/% | A/% |
Perceptron | 85.09 | 85.17 | 85.13 | 85.21 |
SVM | 86.12 | 85.98 | 86.06 | 86.19 |
LR | 86.82 | 86.96 | 86.91 | 87.61 |
RF | 87.09 | 87.19 | 87.16 | 87.21 |
AlexNet | 87.69 | 87.06 | 87.52 | 87.96 |
VGG | 86.21 | 86.39 | 86.31 | 86.96 |
GoogleNet | 87.98 | 88.09 | 88.03 | 88.23 |
ResNet | 90.12 | 90.02 | 89.93 | 90.23 |
DenseNet | 90.17 | 90.56 | 90.36 | 90.36 |
RVFLNN-CNN-CA | 93.28 | 93.65 | 93.29 | 93.56 |