Table 1.
Parameters | Existing work [22] | RBFNN using CSO | Deep CNN using AFS | |||
---|---|---|---|---|---|---|
Training | Testing | Training | Testing | Training | Testing | |
% of accuracy | 97.1 | 97.0 | 100 | 98.3 | 100 | 98.66 |
Sensitivity | 0.96 | 0.96 | 100 | 0.98 | 100 | 0.991 |
Specificity | 0.97 | 0.96 | 100 | 0.98 | 100 | 0.988 |
Computation time | 55sec | 30sec | 52sec | 30sec | 20sec | 16sec |