Table 7 Average ROC values and the corresponding standard deviations over 11 splittings on the von Mering Data Set. One of the splittings was specified by the contributor of the data and the remaining ten splittings are randomly generated.
From: Adaptive diffusion kernel learning from biological networks for protein function prediction
Algorithm | Average ROC | Standard deviation |
|---|---|---|
uBaseline | 0.8078 | 0.0045 |
rBaseline | 0.7863 | 0.0064 |
eBaseline | 0.7909 | 0.0078 |
DKL | 0.8398 | 0.0042 |
DKLKL | 0.8398 | 0.0042 |
| 0.7991 | 0.0059 |
mDKL | 0.8402 | 0.0042 |
mDKLKL | 0.8402 | 0.0042 |
| 0.8194 | 0.0046 |