Table 3 Comparison of the proposed ensemble method with and without using classifier selection strategy.
Methods | TN | FP | FN | TP | Net-err | Recall | Acc(%) |
|---|---|---|---|---|---|---|---|
Proposed method with ensemble selection | 116 | 17 | 1 | 133 | 18 | 0.99 | 93.0 |
Proposed method without ensemble selection | 94 | 39 | 0 | 134 | 39 | 1.00 | 85.3 |
Front 1 | 116 | 17 | 1 | 133 | 18 | 0.99 | 93.0 |
Front 2 | 93 | 40 | 1 | 133 | 41 | 0.99 | 84.6 |
