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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