From: Mining characteristics of epidemiological studies from Medline: a case study in obesity
. | Evaluation set (60 abstracts) | |||||
---|---|---|---|---|---|---|
 | TP | FP | FN | P | R | F |
Study design | 12 | 0 | 1 | 100.0 | 92.3 | 95.9 |
Population | 35 | 1 | 4 | 97.2 | 89.7 | 93.3 |
Exposure | 45 | 8 | 11 | 84.9 | 80.3 | 82.5 |
Outcome | 73 | 19 | 13 | 79.3 | 84.8 | 82.4 |
Covariate | 17 | 2 | 0 | 89.4 | 100.0 | 94.4 |
Effect size | 65 | 2 | 10 | 97.0 | 86.6 | 91.5 |
All classes (micro) | 247 | 32 | 39 | 88.5 | 86.3 | 87.4 |
All classes (macro) | Â | 91.3 | 88.9 | 90.0 |