Table 3 The performance of field detection on the development set
From: A cascade of classifiers for extracting medication information from discharge summaries
Precision | Recall | F-score | |
|---|---|---|---|
Name | 91.2 | 88.5 | 89.9 |
Dosage | 96.6 | 90.8 | 93.6 |
Frequency | 93.9 | 89.0 | 91.8 |
Mode | 95.7 | 90.3 | 92.9 |
Duration | 73.8 | 43.2 | 54.5 |
Reason | 72.2 | 31.0 | 43.3 |
All fields | 92.6 | 84.5 | 88.4 |