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. 2024 Jan 22;25:86. doi: 10.1186/s12864-024-09985-7

Table 3.

Classification Results on the BRCA Dataset

Method ACC F1_weighted F1_macro Precision Recall
RF 0.768 0.756 0.697 0.731 0.675
KNN 0.783 0.777 0.732 0.801 0.692
Lasso 0.772 0.752 0.709 0.792 0.672
XGBoost 0.791 0.786 0.730 0.775 0.700
MoGCN 0.837 0.834 0.798 0.842 0.770
MOGONET 0.806 0.774 0.697 0.758 0.691
Transformer+GCN 0.840 0.834 0.784 0.836 0.755
S3VM 0.819 0.817 0.778 0.829 0.761
SEGCN 0.840 0.839 0.798 0.844 0.775
MOSEGCN 0.867 0.868 0.811 0.874 0.797