| Classification Performance | Classifiers | |||
|---|---|---|---|---|
| The Proposed System | BPANN | FLD | SVM | |
| Accuracy (% ) | 93.18 | 82.45±6.97 | 89.05±1.69 | 89.52±1.31 |
| Sensitivity (% ) | 92.31 | 83.54±10.90 | 90.51±3.91 | 89.48±3.08 |
| Specificity (% ) | 94.03 | 81.39±10.79 | 87.64±1.93 | 89.57±2.13 |
| PPV(% ) | 93.75 | 82.14±8.12 | 87.70±1.52 | 89.33±1.81 |
| NPV(% ) | 92.65 | 84.39±8.58 | 90.65±3.41 | 89.87±2.60 |
| Needs training or not | No | yes | yes | Yes |