Table 5:
Entity | Model | TP | FN | FP | P | R | F1 |
type | CRF | 119 | 53 | 5 | 0.96 | 0.69 | 0.80 |
Multi | 123 | 49 | 8 | 0.94 | 0.72 | 0.81 | |
CRF | 151 | 97 | 16 | 0.90 | 0.61 | 0.73 | |
amount | CRF+LR | 168 | 80 | 90 | 0.65 | 0.68 | 0.66 |
Multi | 180 | 68 | 39 | 0.82 | 0.73 | 0.77 | |
CRF | 79 | 53 | 29 | 0.73 | 0.60 | 0.66 | |
exposure hist. | CRF+LR | 89 | 43 | 23 | 0.79 | 0.67 | 0.73 |
Multi | 85 | 47 | 17 | 0.83 | 0.64 | 0.73 | |
CRF | 104 | 83 | 14 | 0.88 | 0.56 | 0.68 | |
frequency | CRF+LR | 120 | 67 | 70 | 0.63 | 0.64 | 0.64 |
Multi | 142 | 45 | 25 | 0.85 | 0.76 | 0.80 | |
CRF | 59 | 55 | 6 | 0.91 | 0.52 | 0.66 | |
quit history | CRF+LR | 82 | 32 | 19 | 0.81 | 0.72 | 0.76 |
Multi | 65 | 49 | 23 | 0.74 | 0.57 | 0.64 |