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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