Skip to main content

Table 1 Comparison when using individual features and fusion schemes

From: Predicting combinative drug pairs towards realistic screening via integrating heterogeneous features

 

S1

S2

S3

AUC

AUPR

AUC

AUPR

AUC

AUPR

DDI

0.816

0.621

0.694

0.343

0.706

0.382

DTI

0.727

0.539

0.737

0.275

0.609

0.210

SE

0.871

0.717

0.818

0.542

0.707

0.411

ATC

0.792

0.393

0.773

0.378

0.708

0.422

Average*

0.954

0.821

0.909

0.635

0.809

0.592

Direct*

0.955

0.830

0.910

0.644

0.809

0.592

Greedy*

0.955

0.837

0.916

0.669

0.834

0.605

  1. The marks * denote three schemes of fusion. The bold entries highlight the results achieved by the fusion schemes
Back to article page

BMC Bioinformatics

ISSN: 1471-2105

Contact us