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Table 4 The AUCs and F1-scores achieved by all methods based on the DIP and Krogan databases respectively

From: An iteration model for identifying essential proteins by combining comprehensive PPI network with biological information

Method

AUC (DIP)

F1-score (DIP)

AUC (Krogan)

F1-score (Krogan)

TGSO

0.7813

0.5466

0.7808

0.5600

CVIM

0.7559

0.5217

0.7458

0.5411

ION

0.7522

0.5226

0.7413

0.5305

TEGS

0.7386

0.4959

0.7287

0.5148

POEM

0.6662

0.4528

0.6726

0.4704

CoEWC

0.6513

0.4528

0.6404

0.4476

Pec

0.6329

0.4062

0.6316

0.4264

NC

0.6879

0.4656

0.6584

0.4597

CC

0.6291

0.4143

0.6114

0.4282

BC

0.6250

0.4078

0.6248

0.4347

SC

0.6385

0.4233

0.6167

0.4309

IC

0.6657

0.4526

0.6573

0.4603

EC

0.6384

0.4235

0.6169

0.4308

DC

0.6705

0.4524

0.6583

0.4588