From: Mining characteristics of epidemiological studies from Medline: a case study in obesity
. | Training set (60 abstracts) | |||||
---|---|---|---|---|---|---|
 | TP | FP | FN | P | R | F-score |
Study design | 37 | 5 | 1 | 88.0 | 97.3 | 92.5 |
Population | 94 | 10 | 5 | 90.3 | 94.9 | 92.6 |
Exposure | 104 | 21 | 14 | 83.2 | 88.1 | 85.5 |
Outcome | 125 | 26 | 8 | 82.7 | 93.9 | 88.0 |
Covariate | 13 | 4 | 0 | 76.4 | 100.0 | 86.6 |
Effect size | 41 | 5 | 9 | 89.1 | 82.0 | 85.4 |
All classes (micro) | 414 | 71 | 37 | 85.3 | 91.7 | 88.4 |
All classes (macro) | Â | 84.9 | 92.7 | 88.4 |