Table 4.
The performance comparison
Algorithm | Accuracy (%) | Recall | F1 score | MCC score |
---|---|---|---|---|
CNN using ResNet | 94.44 | 90.41 | 0.92 | 0.92 |
CNN | 87.99 | 83.19 | 0.86 | 0.83 |
ANN | 81.22 | 75.89 | 0.78 | 0.74 |
SVM | 79.51 | 74.78 | 0.77 | 0.72 |
KNN | 75.36 | 72.74 | 0.74 | 0.67 |
DT | 78.80 | 75.28 | 0.77 | 0.71 |
NB | 76.27 | 76.27 | 0.76 | 0.68 |