From: A cascade of classifiers for extracting medication information from discharge summaries
Field | Precision | Recall | F-score | |
---|---|---|---|---|
Horizontal | N/A | 88.6 | 80.2 | 84.1 |
Vertical | Name | 92.6 | 87.1 | 89.8 |
Dosage | 96.3 | 90.2 | 93.1 | |
Frequency | 95.6 | 90.8 | 93.2 | |
Mode | 96.7 | 90.2 | 93.3 | |
Duration | 70.6 | 40.5 | 51.5 | |
Reason | 73.4 | 34.7 | 47.1 | |
All fields | 91.6 | 82.7 | 86.9 |