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Table 17 Performance comparison of our method on gene expression data shuffled randomly using MIPS2006 as benchmark

From: Construction of dynamic probabilistic protein interaction networks for protein complex identification

PPI data

Gene expression data

P

R

F

Sn

PPV

Acc

Krogan

GSE3431

0.22

0.424

0.285

0.293

0.726

0.461

Shuffled randomly

0.207

0.355

0.262

0.212

0.73

0.393

DIP

GSE3431

0.292

0.535

0.378

0.325

0.718

0.483

Shuffled randomly

0.253

0.461

0.326

0.253

0.693

0.419

MIPS

GSE3431

0.336

0.401

0.372

0.24

0.683

0.405

Shuffled randomly

0.273

0.355

0.309

0.197

0.689

0.369

  1. F: F-score, P: precision, R: recall