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. 2016 Jun 9;32(18):2831–2838. doi: 10.1093/bioinformatics/btw358

Table 1.

Performance of methods for 960 diseases against 15 948 genes

Method Average AUC Average AUPR Average recall rate within the top 100 genes (%)
Random walk 0.780 0.053 18.1
Network propagation 0.790 0.055 19.2
Random walk on heterogeneous network 0.930 0.138 37.9
Know-GENE 0.967 0.405 65.0
Know-GENE without using mutual information 0.700 0.167 24.0
Know-GENE without using core gene 0.967 0.352 63.8