Table 11. Final results (1st experiment).
Models | ACC | SE | SP | PRE | F1 | AUC |
---|---|---|---|---|---|---|
MobileNetv2 | 0.9990 | 0.9930 | 0.9996 | 0.9958 | 0.9944 | 0.9963 |
ResNet-18 | 0.9984 | 0.9902 | 0.9991 | 0.9909 | 0.9905 | 0.9947 |
ShuffleNet | 0.9967 | 0.9727 | 0.9990 | 0.9893 | 0.9809 | 0.9858 |
BLSTM | 0.9941 | 0.9592 | 0.9974 | 0.9592 | 0.9653 | 0.9783 |
LSTM | 0.9938 | 0.9562 | 0.9973 | 0.9709 | 0.9635 | 0.9767 |
Random Forest | 0.9927 | 0.9322 | 0.9987 | 0.9865 | 0.9586 | 0.9654 |
Decision Tree | 0.9871 | 0.9234 | 0.9934 | 0.9335 | 0.9284 | 0.9584 |