Table 4 Performance metrics comparison with state-of-art methods with ChoqFuzGCN using METABRIC dataset.

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

Metrics

Pre

Sn

Sp

Bal_Acc

F1-Measure

STACKED RF12

0.739

0.544

0.935

0.739

0.622

SiGaAtCNN+ Input STACKED RF11

0.598

0.523

0.884

0.704

0.557

MDNNMD (Sp: 99%)8

0.875

0.200

0.990

0.595

0.326

MDNNMD (Sp: 95%)8

0.749

0.450

0.950

0.700

0.562

ChoqFuzGCN (proposed)

0.630

0.666

0.871

0.769

0.647

  1. Significant values are in bold.