From: Adaptive diffusion kernel learning from biological networks for protein function prediction
Algorithm | Mean ROC | Time |
---|---|---|
uBaseline | 0.8061 | ---- |
rBaseline | 0.7832 | ---- |
eBaseline | 0.7945 | ---- |
DKL | 0.8339 | 3441.13 |
DKLKL | 0.8340 | 7445.67 |
| 0.7968 | 35384.84 |
mDKL | 0.8345 | 54.64 |
mDKLKL | 0.8345 | 67.52 |
| 0.8129 | 151.49 |
Neighbor Counting | 0.7076 | ---- |
FS-Weighted Averaging | 0.7544 | ---- |
SM1 | ---- | ---- |