Table 12. Final results (2nd experiment).
Models | ACC | SE | SP | PRE | F1 | AUC |
---|---|---|---|---|---|---|
MobileNetv2 | 0.9909 | 0.9895 | 0.9923 | 0.9923 | 0.9909 | 0.9909 |
LSTM | 0.9884 | 0.9860 | 0.9908 | 0.9909 | 0.9885 | 0.9884 |
ResNet-18 | 0.9860 | 0.9874 | 0.9846 | 0.9846 | 0.9860 | 0.9860 |
ShuffleNet | 0.9853 | 0.9832 | 0.9874 | 0.9873 | 0.9852 | 0.9853 |
BLSTM | 0.9846 | 0.9839 | 0.9853 | 0.9853 | 0.9846 | 0.9846 |
Random Forest | 0.9804 | 0.9804 | 0.9804 | 0.9804 | 0.9804 | 0.9804 |
Decision Tree | 0.9642 | 0.9601 | 0.9684 | 0.9682 | 0.9641 | 0.9643 |