Table 3.
Classifier | CNN | SVM | KNN | RF | DT | NB | BP | CSK–DS |
---|---|---|---|---|---|---|---|---|
1 | 0.9610 | 0.9524 | 0.9212 | 0.9285 | 0.9089 | 0.8458 | 0.856 | 1.0000 |
2 | 0.9612 | 0.9576 | 0.9054 | 0.9293 | 0.8908 | 0.8165 | 0.825 | 0.9988 |
3 | 0.9604 | 0.9255 | 0.9155 | 0.9192 | 0.8968 | 0.8228 | 0.8266 | 1.0000 |
4 | 0.9636 | 0.9351 | 0.9069 | 0.9086 | 0.8854 | 0.8462 | 0.824 | 1.0000 |
5 | 0.9622 | 0.9298 | 0.9124 | 0.9198 | 0.8862 | 0.8431 | 0.8166 | 1.0000 |
6 | 0.9686 | 0.9466 | 0.9026 | 0.9254 | 0.8788 | 0.8196 | 0.834 | 1.0000 |
7 | 0.9642 | 0.9522 | 0.9266 | 0.9171 | 0.9092 | 0.8347 | 0.8514 | 0.9999 |
8 | 0.9618 | 0.9772 | 0.9198 | 0.9254 | 0.8826 | 0.8412 | 0.8289 | 0.9982 |
Average | 0.9628 | 0.9445 | 0.9138 | 0.9216 | 0.8923 | 0.8337 | 0.8328 | 0.9996 |