Table 4 Performance measures of different topic groups
Feature set | Topic | Precision | Recall | F-measure |
|---|---|---|---|---|
FS1 (F1) | Treatment | 75.2% | 70.3% | 72.6% |
Emotional | 82.2% | 72.4% | 77.0% | |
Survivorship | 76.2% | 87.1% | 81.3% | |
Average | 77.6% | 77.4% | 77.2% | |
FS2 (F1+F2) | Treatment | 77.0% | 74.1% | 75.5% |
Emotional | 84.5% | 75.3% | 79.7% | |
Survivorship | 78.4% | 87.2% | 82.6% | |
Average | 79.7% | 79.5% | 79.4% | |
FS3 (F1+F2+F3) | Treatment | 77.2% | 74.0% | 75.6% |
Emotional | 84.6% | 75.3% | 79.7% | |
Survivorship | 78.3% | 87.5% | 82.6% | |
Average | 79.8% | 79.6% | 79.5% | |
FS4 (selected F1+F2+F3) | Treatment | 80.2% | 73.9% | 76.9% |
Emotional | 87.9% | 75.5% | 81.2% | |
Survivorship | 77.2% | 90.3% | 83.2% | |
Average | 81.2% | 80.7% | 80.6% |