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Table 3 Comparison of our proposed model (PPPredSS) versus semi-supervised SVM (S3VM), PPPred, and DeepPPPred

From: Deep semi-supervised learning ensemble framework for classifying co-mentions of human proteins and phenotypes

Method

Precision

Recall

F1

AUROC

p Value

PPPred

0.898

0.906

0.902

0.845

3.7E-4

DeepPPPred

0.871

0.973

0.919

0.846

0.0486

S3VM

0.854

0.785

0.818

0.761

NA

PPPredSS

0.914

0.962

0.938

0.881

-

  1. The p values are computed between PPPredSS and others. The p value for S3VM was not computed
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BMC Bioinformatics

ISSN: 1471-2105

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