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Classification scenarios with no statistically significant difference identified on sensitivity and specificity (95% confidence intervals)
| Number of features | Classifier | Dataset | Sensitivity | Specificity |
|---|---|---|---|---|
| 48 | RF | Unbalanced | (0.656, 0.744) | (0.829, 0.880) |
| 6 | RF | Unbalanced | (0.615, 0.706) | (0.833, 0.884) |
| 5 | KNN | Balanced | (0.630, 0.738) | (0.739, 0.834) |
| 3 | KNN | Unbalanced | (0.617, 0.709) | (0.839, 0.889) |
| 2 | J48 | Balanced | (0.637, 0.744) | (0.774, 0.864) |
