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The results obtained from implementing the neural network before and after feature selection using GA.
| Model | Sensitivity (%) | Specificity (%) | Accuracy (%) | |
|---|---|---|---|---|
|
Before Applying GA |
ANN (train) | 99.39 | 99.57 | 99.47 |
| ANN (test) | 61.80 | 53.44 | 57.90 | |
| ANN (Total) | 93.82 | 92.60 | 93.22 | |
|
After Applying GA |
ANN (train) | 98.63 | 99.21 | 98.92 |
| ANN (test) | 61.39 | 56.09 | 59 | |
| ANN (Total) | 93.09 | 92.71 | 93.51 |
