Table 4.
Pre-selection followed by evolutionary selection (up 150 CpG sites) for the two-class problem (controls vs. BCCA) (129 selected CpG sites). Results using the independent set.
Independent Set | 1-nn | 6-nn | 12-nn | Tree | ANN |
---|---|---|---|---|---|
Total Accuracy | 64.1 | 71.79 | 69.23 | 53.85 | 76.92 |
Controls Sensitivity | 65.38 | 76.92 | 69.23 | 38.46 | 76.92 |
BCCA Sensitivity | 61.54 | 61.54 | 69.23 | 84.62 | 76.92 |