Table 3 Comparison of results (%) of whole-genome functional classification. Values are derived from the mean of 5 random repetitions of 5-fold cross-validation.
Method | Run 1 | Run 2 | Run 3 | Run 4 | Run 5 | Mean |
|---|---|---|---|---|---|---|
L-SVM | 35.30 | 34.82 | 34.02 | 34.02 | 34.08 | 34.45 |
RBF-SVM | 53.20 | 53.20 | 51.80 | 52.44 | 52.92 | 52.71 |
KNN | 50.90 | 50.98 | 51.14 | 51.54 | 50.74 | 51.06 |
FNC | 56.76 | 56.52 | 56.02 | 56.98 | 56.50 | 56.56 |