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Table 5 Results of DPDDI on datasets of different size in 5CV test

From: DPDDI: a deep predictor for drug-drug interactions

Dataset

Type

Sparsity

AUC

AUPR

Recall

Precision

ACC

F1

DB2

Small

32.4%

0.956

0.907

0.810

0.754

0.940

0.840

DB1

Medium

14.8%

0.983

0.925

0.844

0.836

0.955

0.840

DB3

Large

12.4%

0.981

0.932

0.835

0.876

0.960

0.855

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BMC Bioinformatics

ISSN: 1471-2105

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