Table 5 Performance of Deid system and Stanford named entity recognizer on development and test sets considering only proper names
From: A system for de-identifying medical message board text
| Â | Â | Deid - Out of the box | Deid - Ambig. name list with usernames | Deid - Unambig. name list with usernames | Stanford NER |
|---|---|---|---|---|---|
DEV | Precision | 52.1% | 51.2% | 11.1% | 61.7% |
| Â | Recall | 86.3% | 84.2% | 86.3% | 81.2% |
TEST | Precision | 41.2% | 40.2% | 7.6% | 55.4% |
| Â | Recall | 85.1% | 84.2% | 85.6% | 85.4% |