Table 5 Comparison of AUCs of different methods
From: MS-k NN: protein function prediction by integrating multiple data sources
Data Source | 122 MF terms | 546 BP terms |
|---|---|---|
| Â | TermAUC | TermAUC |
k NN: Sequence similarity | 0.819 | 0.707 |
k NN: PPI | 0.574 | 0.580 |
k NN: Microarray | 0.635 | 0.642 |
MS-k NN | 0.848 | 0.763 |
MS-W-k NN | 0.829 | 0.758 |
MS-CW-k NN: root level | 0.831 | 0.715 |
MS-CW-k NN: first level | 0.851 | 0.702 |