Table 5 Performance metrics of ChoqFuzGCN, SVM (RBF kernel), RF, LR models on TCGA-BRCA dataset.

From: Breast cancer survival prognosis using the graph convolutional network with Choquet fuzzy integral

Metrices

Acc

Mcc

Pre

Sn

Sp

Bal_Acc

F1-Measure

GCN-RF

0.738

0.126

0.394

0.184

0.905

0.545

0.246

GCN-RBF

0.607

0.159

0.311

0.555

0.619

0.586

0.399

GCN-LR

0.613

0.152

0.308

0.544

0.633

0.589

0.393

GCN-Majority Voting

0.640

0.190

0.320

0.540

0.651

0.596

0.402

ChoqFuzGCN

0.715

0.230

0.396

0.440

0.798

0.619

0.415

  1. Significant values are in bold.
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