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Table 3 Prediction of newly annotated human genes considering only the best predictions

From: Prediction of Human Phenotype Ontology terms by means of hierarchical ensemble methods

Method

AUROC

AUPRC

F max

Precision

Recall

SVM

0.8208

0.1589

0.4727

0.4560

0.4908

HTD

0.8155

0.1551

0.4716

0.4429

0.5042

TPR-W

0.8219

0.1594

0.4793

0.4572

0.5037

PHENOstruct

0.7565

0.1241

0.4297

0.3583

0.5366

  1. Results significantly better than the others according to the Wilcoxon Rank Sum test (α=10−9) are highlighted in bold
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BMC Bioinformatics

ISSN: 1471-2105

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