Table 12 Classification of difficulty classes based on pair surface features by decision tree
From: A detailed error analysis of 13 kernel methods for protein-protein interaction extraction
Performance | Confusion matrix | ||||||
|---|---|---|---|---|---|---|---|
Difficulty class | P | R | F1 | D | N | E | Total |
difficult (D) | 43.5 | 20.8 | 28.2 | 148 | 543 | 20 | 711 |
neutral (N) | 92.0 | 96.2 | 94.1 | 178 | 14 090 | 372 | 14 640 |
easy (E) | 72.6 | 60.0 | 65.7 | 14 | 678 | 1 037 | 1 729 |
Total | 88.0 | 89.4 | 88.5 | N/A | N/A | N/A | |