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Table 4 DDS result on Drugbank (with ablation study)

From: KMR: knowledge-oriented medicine representation learning for drug–drug interaction and similarity computation

  Pearson Spearman
Res: Resnik et al. 2005 0.511 0.523
Hybrids: Hliaoutakis 2005 0.557 0.578
GADES: Traverso et al. 2016 0.652 0.602
Wpath: Zhu et al. 2017 0.750 0.703
KMR (our model) 0.887 0.829
W/o pharmacology 0.759 0.750
W/o drug class 0.778 0.711
W/o textual description 0.751 0.789
  1. Results in italics identify the best values for the testing