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Table 4 The ratios of correctly predicted DDIs in top-50 and bottom-50 candidates

From: Detecting drug communities and predicting comprehensive drug–drug interactions via balance regularized semi-nonnegative matrix factorization

Enhancive Top 5 (%) Top 10 (%) 20 (%) 30 (%) 40 (%) 50 (%)
DDINMF 40 60.0 80.0 83.3 85.0 88.0
BRSNMF 100 80.0 90.0 90.0 92.5 94.0
Degressive Bottom 5 (%) Bottom 10 (%) 20 (%) 30 (%) 40 (%) 50 (%)
DDINMF 100 80.0 75.0 80.0 80.0 82.0
BRSNMF 100 80.0 80.0 83.3 85.0 86.0
  1. Italic values indicate the better results where BRSNMF outperforms DDINMF
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Journal of Cheminformatics

ISSN: 1758-2946

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