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Table 2 Comparison with state-of-the-art methods

From: Predicting and understanding comprehensive drug-drug interactions via semi-nonnegative matrix factorization

  Binary Prediction Comprehensive Prediction
Method AUROC AUPR AUROC AUPR
Naïve Similarity [15] 0.779 ± 0.001 0.342 ± 0.002 0.641 ± 0.002 0.298 ± 0.004
Label Propagation [9] 0.776 ± 0.001 0.327 ± 0.002 0.635 ± 0.004 0.286 ± 0.006
DDINMF 0.872 ± 0.002 0.605 ± 0.006 0.796 ± 0.003 0.579 ± 0.003