Table 1 Performance of the decision tree using different features
Features used | Sensitivity ± SD | Specificity ± SD | Precision ± SD | Accuracy ± SD |
|---|---|---|---|---|
20 features | 85 ± 1.3% | 81 ± 1.2% | 81 ± 0.9% | 83 ± 0.8% |
4 selected features | 90% | 78% | 81% | 84% |
Features used | Sensitivity ± SD | Specificity ± SD | Precision ± SD | Accuracy ± SD |
|---|---|---|---|---|
20 features | 85 ± 1.3% | 81 ± 1.2% | 81 ± 0.9% | 83 ± 0.8% |
4 selected features | 90% | 78% | 81% | 84% |