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Table 3 Performance assessment of DDI-PULearn-Top and Hameed’s approaches using 10 training set and 5-fold cross-validation

From: DDI-PULearn: a positive-unlabeled learning method for large-scale prediction of drug-drug interactions

Evaluation

DDI-PULearn-Top

Hameed’s GSOM-based PUL

  

SFR1

SFR2

Precision

0.944

0.951

0.974

Recall

0.934

0.861

0.975

F1-score

0.939

0.904

0.974

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BMC Bioinformatics

ISSN: 1471-2105

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