Table 3 Performance comparison with other methods based on NewMIPS

BioGRID

MCL

0.2896

0.2011

0.2374

0.0726

0.2995

CFinder

0.5914

0.1960

0.2944

0.2801 ^3rd

0.4402

Core

0.5609

0.1488

0.2352

0.1437

0.5882

DPClus

0.6951

0.1741

0.2785

0.201

0.5597

CMC

0.8109 ^1st

0.2731

0.4086

0.3175 ^2nd

0.4954

COACH

0.7256

0.2581

0.3807

0.2525

0.6322 ^3rd

SPICi

0.4969

0.3725

0.4258

0.1304

0.4378

ClusterONE

0.5914

0.3130

0.4093

0.1917

0.5311

PEWCC

0.4512

0.5943 ^2nd

0.5129 ^3rd

0.1889

0.4119

ProRank+

0.4817

0.7131 ^1st

0.5750 ^2nd

0.241

0.4763

GMFTP

0.7530 ^3rd

0.2830

0.4114

0.2551

0.5186

DPC

0.6310

0.3050

0.4112

0.2312

0.6332 ^2nd

EWCA

0.7561 ^2nd

0.5821 ^3rd

0.6578 ^{1 st}

0.3764 ^{1 st}

0.6497 ^{1 st}

DIP

MCL

0.4908

0.1783

0.2616

0.1255

0.3271

CFinder

0.5762

0.2408

0.3396

0.2128

0.2403

Core

0.4420

0.1746

0.2504

0.1249

0.3902

DPClus

0.6067 ^3rd

0.1392

0.2265

0.1626

0.3356

CMC

0.5932

0.4152

0.4885

0.2499 ^2nd

0.5736 ^{1 st}

COACH

0.5731

0.5106 ^2nd

0.5401 ^2nd

0.2006

0.3351

SPICi

0.4847

0.2473

0.3275

0.1095

0.3191

ClusterONE

0.4054

0.3020

0.3462

0.1178

0.2417

PEWCC

0.5670

0.4822

0.5212 ^3rd

0.2297 ^3rd

0.3280

ProRank+

0.4085

0.6657 ^{1 st}

0.5063

0.1669

0.2444

GMFTP

0.6981 ^2nd

0.2755

0.3951

0.2228

0.4043 ^2nd

DPC

0.4908

0.4389

0.4634

0.1717

0.3305

EWCA

0.7012 ^{1 st}

0.4990 ^3rd

0.5830 ^{1 st}

0.3094 ^{1 st}

0.3982 ^3rd