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Table 2 Prediction of newly annotated human genes

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

Method

AUROC

AUPRC

F max

Precision

Recall

SVM

0.6506

0.1230

0.3774

0.3457

0.4155

HTD

0.6464

0.1207

0.3794

0.3581

0.4033

TPR-W

0.6512

0.1237

0.3826

0.3512

0.4202

PHENOstruct

0.6661

0.1089

0.3635

0.3040

0.4519

  1. Average AUROC and AUPRC across terms and average F max , Precision and Recall across genes. Results significantly better than the others according to the Wilcoxon Rank Sum test (α=10−9) are highlighted in bold