From: Walk-weighted subsequence kernels for protein-protein interaction extraction
Kernel | Performance | ||
---|---|---|---|
 | PRE | REC | F-M |
walk kernel[13] | 72.5 | 83.3 | 77.5 |
dependency kernel[13] | 58.6 | 62.9 | 60.7 |
v-walk kernel | 51.4 | 66.6 | 58.0 |
e-walk kernel | 71.9 | 75.9 | 73.8 |
extended dependency kernel | 62.6 | 77.7 | 69.4 |
spectrum kernel | 64.6 | 77.7 | 70.5 |
fixed-length subsequence kernel | 72.5 | 83.3 | 77.5 |
gap-weighted subsequence kernel | 68.4 | 72.2 | 70.2 |
walk-weighted subsequence kernel | 79.3 | 85.1 | 82.1 |