Table 3.
The AUPR and AUC of different kernels by local LOOCV on benchmark dataset.
| Kernel | AUPR | AUC |
|---|---|---|
| GIP kernel | 0.1690 | 0.5189 |
| Sequence feature kernel | 0.2814 | 0.6800 |
| Sequence similarity kernel | 0.3546 | 0.7333 |
| Gene expression & protein GO | 0.3101 | 0.7301 |
| Multiple kernels with mean weighted | 0.4956 | 0.7898 |
| Multiple kernels with FastKL weighted | 0.5506 | 0.7937 |
Bold values represent the best value in columns.