Table 3.
AI models | Accuracy | Precision | Sensitivity | Specificity | F-1 score |
---|---|---|---|---|---|
K-NN | 0.779 | 0.835 | 0.867 | 0.928 | 0.85 |
NN | 0.897 | 0.90 | 0.90 | 0.915 | 0.90 |
CNN | 0.927 | 0.922 | 0.918 | 0.913 | 0.928 |
LSTM | 0.905 | 0.912 | 0.897 | 0.929 | 0.915 |
CNN–LSTM | 0.945 | 0.939 | 0.925 | 0.925 | 0.931 |
LSTM–CNN | 0.958 | 0.943 | 0.933 | 0.949 | 0.939 |
LSTM–CNN–GS | 0.964 | 0.989 | 0.974 | 0.992 | 0.981 |