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Table 2 The classification accuracy of 15 hub genes and 6 key genes using 3 classifiers in 4 data sets

From: Bioinformatics screening of biomarkers related to liver cancer

Dataset

Number of genes

Classifier and classification accuracy

Dtree

RF

SVM

GSE76427

15hub

0.850

0.919

0.832

 

6key

0.878

0.907

0.827

GSE57957

15hub

0.894

0.917

0.861

 

6key

0.893

0.908

0.856

GSE39791

15hub

0.916

0.911

0.887

 

6key

0.925

0.915

0.915

GSE102079

15hub

0.854

0.888

0.898

 

6key

0.843

0.859

0.875