Table 3.
Measures | Existing KNN classifier | Existing ANN classifier | Proposed OP-DNN Classifier |
---|---|---|---|
Sensitivity | 0.57818 | 0.59636 | 0.91273 |
Specificity | 0.85939 | 0.86545 | 0.97091 |
Accuracy | 0.78909 | 0.79818 | 0.95636 |
FPR | 0.14061 | 0.13455 | 0.029091 |
FNR | 0.42182 | 0.40364 | 0.087273 |
PPV | 0.57818 | 0.59636 | 0.91273 |
NPV | 0.85939 | 0.86545 | 0.97091 |