Table 2 Basic Statistics of the Test Data.
From: Developing a hybrid dictionary-based bio-entity recognition technique
NER | GENIA | GENIA+MeSH | GENIA+MeSH+UMLS | ||||
|---|---|---|---|---|---|---|---|
| Â | Precision | Recall | Precision | Recall | Precision | Recall | |
The proposed technique | A | 98.7% | 71.4% | 83.3% | 71.4% | 70.7% | 68.9% |
| Â | B | 94.8% | 62.4% | 90.3% | 76.9% | 90.1% | 74.1% |
| Â | C | 93.0% | 57.3% | 87.8% | 72.0% | 88.3% | 68.4% |
Context Only | A | 69.4% | 68.5% | 39.6% | 80.7% | 33.8% | 74.9% |
| Â | B | 75.9% | 66.7% | 55.0% | 84.8% | 50.5% | 82.6% |
| Â | C | 76.4% | 62.2% | 56.8% | 81.0% | 51.7% | 78.2% |
SPED Only | A | 98.7% | 44.1% | 94.4% | 60.6% | 94.8% | 63.4% |
| Â | B | 99.3% | 41.8% | 94.3% | 71.7% | 94.5% | 72.9% |
| Â | C | 97.6% | 37.5% | 93.2% | 64.1% | 93.6% | 66.7% |