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Table 2 Performance comparison on the prediction of ER\(\alpha\)

From: Topology-enhanced molecular graph representation for anti-breast cancer drug selection

Model

MSE

R2

Linear Regression

2.156

0.276

Random Forest

0.5147

0.6133

SVM

0.6878

0.6273

ABCD-GGNN

0.4811

0.7741

  1. We run all models 10 times and report the mean test MSE and R2
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BMC Bioinformatics

ISSN: 1471-2105

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