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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
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Journal of Cheminformatics

ISSN: 1758-2946

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