Table 4 Performance of different kernel methods in BioInfer corpus
From: Multiple kernels learning-based biological entity relationship extraction method
Method | P | R | F |
|---|---|---|---|
Characteristics-based kernels | 45.61 | 63.57 | 56.24 |
Extension dependency path tree kernel | 41.32 | 69.76 | 52.58 |
Tag graph kernel | 51.64 | 68.92 | 59.73 |
Feature kernel + path tree kernel | 49.86 | 70.12 | 60.25 |
Feature kernel + tag graph kernel | 55.43 | 71.62 | 61.30 |
Path tree kernel + tag graph kernel | 55.47 | 70.29 | 60.37 |