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Table 3 Statistical significance (p-values) of the difference in classification accuracies between biomarkers in Dataset 1 and Dataset 2

From: Mining pathway associations for disease-related pathway activity analysis based on gene expression and methylation data

 

Dataset 1

Dataset 2

 

pathway-set vs gene

pathway-set vs pathway

pathway-set vs gene

pathway-set vs pathway

kNN

3.316504e-05

0.0005898392

0.01994213

NaN

RF

1.241385e-06

0.3506167

0.1035517

NaN

SVM

5.368579e-05

0.4699636

NaN

NaN

Naïve Bayes

5.368579e-05

0.4699636

NaN

NaN