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Table 3 Results of the histone modification recognition approach. Results of the 10-fold cross-validation on the corpus EPI-TRAIN and testing of the model on the independent corpus EPI-TEST. Recall, precision, F1 measure, and the standard deviation for the cross-validation are given.

From: Identification of histone modifications in biomedical text for supporting epigenomic research

 

EPI-TRAIN

EPI-TEST

Recall

0.81 (± 0.05)

0.76

Precision

0.87 (± 0.05)

0.87

F1 measure

0.84 (± 0.05)

0.81