Table 5 ROC scores comparison based on three classification schemes
From: A Regression-based K nearest neighbor algorithm for gene function prediction from heterogeneous data
Methods | KEGG | COG | Multifun |
|---|---|---|---|
loess.1000 | 0.821 | 0.794 | 0.837 |
loess.0100 | 0.858 | 0.791 | 0.842 |
glm.0010 | 0.851 | 0.784 | 0.842 |
glm.0001 | 0.86 | 0.766 | 0.809 |
glm.1111 | 0.884 | 0.807 | 0.863 |
svm.comb | 0.915 | 0.829 | 0.889 |