Table 10 Performance comparison with or without including general terms
From: Identifying named entities from PubMed® for enriching semantic categories
Headword | Original evaluation | General terms excluded | ||||
|---|---|---|---|---|---|---|
Pattern 1 | Pattern 2 | Pattern 3 | Pattern 1 | Pattern 2 | Pattern 3 | |
Gene | 91.0% | 76.7% | 90.0% | 90.0% | 73.0% | 88.0% |
Protein | 91.0% | 93.0% | 91.0% | 90.0% | 89.0% | 85.0% |
Disease | 93.9% | 97.9% | 99.0% | 93.9% | 96.4% | 99.0% |
Cell | 95.2% | 98.4% | 95.0% | 95.2% | 71.4% | 88.8% |
Cells | 97.4% | 96.7% | 98.6% | 96.4% | 90.0% | 95.7% |