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Table 6 Predictive performance of different methods on the Dset_186_72_PDB164

From: Protein–protein interaction site prediction by model ensembling with hybrid feature and self-attention

Method

ACC

Pre

Rec

F1

MCC

AUROC

AUPRC

PSIVER

0.653

0.253

0.468

0.328

0.138

  

SPPIDER

0.622

0.209

0.459

0.287

0.089

  

SPRINGS

0.631

0.248

0.598

0.35

0.181

  

ISIS

0.694

0.211

0.362

0.267

0.097

  

RF_PPI

0.598

0.173

0.512

0.258

0.118

  

DeepPPISP

0.655

0.303

0.577

0.397

0.206

0.65

0.68

StackingPPINet

0.597

0.530

0.683

0.582

0.226

0.65

0.77

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BMC Bioinformatics

ISSN: 1471-2105

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