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Table 5 Experimental results of three different feature sets

From: Predicting protein complex in protein interaction network - a supervised learning based method

 

Unweighted feature set

Weighted feature set

All feature set

merg_

thred

Num

P

R

F

Num

P

R

F

Num

P

R

F

0.1

169

0.5621

0.3009

0.3920

205

0.6537

0.4042

0.4995

212

0.6792

0.4102

0.5115

0.2

242

0.4876

0.3443

0.4036

266

0.6353

0.4536

0.5293

286

0.6434

0.4746

0.5462

0.3

309

0.4434

0.3757

0.4068

301

0.6146

0.4790

0.5384

333

0.6186

0.4895

0.5465

0.4

389

0.4216

0.4042

0.4127

350

0.62

0.4910

0.5480

388

0.6237

0.5075

0.5596

0.5

476

0.4202

0.4132

0.4166

443

0.6163

0.5090

0.5575

491

0.6273

0.5240

0.5710

0.6

576

0.4184

0.4266

0.4225

572

0.6189

0.5165

0.5631

624

0.6298

0.5284

0.5747

0.7

703

0.4296

0.4371

0.4333

717

0.6374

0.5329

0.5805

755

0.6530

0.5374

0.5896

0.8

815

0.4331

0.4431

0.4381

834

0.6319

0.5389

0.5817

880

0.6477

0.5434

0.5910

0.9

910

0.4286

0.4446

0.4364

930

0.6108

0.5404

0.5734

945

0.6180

0.5434

0.5783