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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