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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