Table 4 SVM performance using 10-fold cross-validation on the training set for five keywords, “gene”, “protein”, “disease” and “cell(s)”
From: Identifying named entities from PubMed® for enriching semantic categories
Headwords | Precision | Recall | F1 |
|---|---|---|---|
Gene | 0.9721 | 0.9838 | 0.9779 |
Protein | 0.9738 | 0.9846 | 0.9792 |
Disease | 0.8938 | 0.7555 | 0.8188 |
Cell(s) | 0.9233 | 0.6694 | 0.7761 |