Table 4 Compare the results of the proposed method
References | Algorithm | Accuracy % | Sensitivity % | Specificity % | F-Measure % |
|---|---|---|---|---|---|
[19] | HR-Kmeans | 91.65 | 91.11 | 50 | 64.54 |
GA-PSO-Kmeans | 89.64 | 86.65 | 75.33 | 80.59 | |
GA-Kmeans | 88.02 | 83.73 | 50 | 62.95 | |
Without Feature selection | BEMA-SVM | 79.221 | 100 | 0 | 88.406 |
BEMA-KNN | 81.169 | 100 | 0 | 89.606 | |
BEMA-NB | 83.766 | 100 | 0 | 91.166 | |
With Feature selection | BEMA-SVM | 98.502 | 100 | 90.625 | 98.785 |
BEMA-KNN | 92.857 | 96.8 | 75.862 | 95.652 | |
BEMA-NB | 93.506 | 93.023 | 96 | 96 |