Table 7

Overall results

System

Fivefold cross-validation

Test


AUC

Precision

Recall

F1

Accuracy

AUC

Precision

Recall

F1

Accuracy


Baseline

0.9757

0.9452

0.9420

0.9436

0.9276

0.8188

0.6898

0.8480

0.7608

0.7333

Bag-of-NLP

0.9777

0.9550

0.9474

0.9512

0.9374

0.8483

0.6994

0.8747

0.7773

0.7493


AUC, area under the curve; NLP, natural language processing.

Alex et al. Genome Biology 2008 9(Suppl 2):S10   doi:10.1186/gb-2008-9-s2-s10

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