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Table 2 Ablation study on gene features

From: DualGCN: a dual graph convolutional network model to predict cancer drug response

 

Pearson’s correlation

Spearman’s correlation

RMSE

Expr.

0.908 ± 0.005

0.887 ± 0.008

1.191 ± 0.031

CNV

0.911 ± 0.007

0.892 ± 0.007

1.172 ± 0.046

Expr. + CNV

0.925 ± 0.001

0.907 ± 0.002

1.079 ± 0.007