Table 8 Performance comparison with MCODE, COACH, CMC and ClusterONE on four PIN datasets

DIP

MCODE

79

0.5570

0.1332

0.2150

0.2758

0.6880

0.4356

COACH

747

0.4351

0.5195

0.4735

0.4779

0.6921

0.5751

CMC

262

0.5687

0.4102

0.4766

0.4791

0.7241

0.5890

ClusterONE

354

0.5113

0.4072

0.4533

0.3903

0.7124

0.5273

Ours

613

0.6232

0.5269

0.5710

0.4764

0.7375

0.5927

Gavin

MCODE

78

0.8718

0.2809

0.4249

0.4174

0.7017

0.5412

COACH

326

0.7393

0.6086

0.6676

0.6277

0.7162

0.6705

CMC

202

0.7228

0.4176

0.5294

0.3817

0.7067

0.5194

ClusterONE

200

0.8050

0.5693

0.6669

0.6211

0.7048

0.6617

Ours

275

0.8145

0.5730

0.6728

0.5083

0.7526

0.6185

Krogan

MCODE

63

0.6349

0.1544

0.2484

0.4439

0.4865

0.4642

COACH

570

0.4439

0.4865

0.4642

0.502

0.6575

0.5745

CMC

242

0.5909

0.3555

0.4439

0.3263

0.7215

0.4852

ClusterONE

258

0.5349

0.4381

0.4817

0.4865

0.7567

0.6067

Ours

465

0.5591

0.4955

0.5254

0.4944

0.7189

0.5962

Collins

MCODE

111

0.8468

0.431

0.5713

0.5438

0.7600

0.6429

COACH

251

0.6972

0.5651

0.6243

0.6275

0.7931

0.7054

CMC

172

0.6919

0.4234

0.5253

0.4882

0.7336

0.5985

ClusterONE

180

0.8222

0.5958

0.6909

0.6526

0.7275

0.6891

Ours

150

0.8133

0.5096

0.6266

0.6338

0.7431

0.6863