Table 10.
Pre-selection followed by GORevenge and evolutionary selection (up to 150 CpG sites) for the three-class problem (controls vs. BCCA vs. LYCA) (141 selected CpG sites). Results using the independent set.
Independent Set | 1-nn | 6-nn | 12-nn | Tree | ANN |
---|---|---|---|---|---|
Total Accuracy | 48.46 | 56.15 | 55.38 | 44.62 | 56.15 |
Controls Sensitivity | 55.56 | 60.49 | 54.32 | 48.15 | 67.90 |
BCCA Sensitivity | 23.08 | 53.85 | 38.46 | 38.46 | 53.58 |
LYCA Sensitivity | 41.67 | 47.22 | 63.89 | 38.89 | 30.56 |