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Table 2 AUC scores of different algorithms modified to integrate different layers

From: Predicting drug-disease interactions by semi-supervised graph cut algorithm and three-layer data integration

  SSGC HGBI TL-HGBI
base 0.80 0.78 0.74
base + gene 0.87 0.85 0.74
base + gene + network 0.93 0.91 0.75
base + gene + network + priori 0.95 0.93 0.84
  1. The values in bold are the original AUC scores of three algorithms before modification. To investigate the effect of integration strategy of SSGC, we modified three algorithms to integrate different layers and got other AUC scores listed in the table