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Table 8 Pairwise significance test for classification performance among all methods. A Mann–Whitney paired-sample signed rank test with significance level α = 5 %. P-values were adjusted with the Benjamini Hochberg method [45]

From: Knowledge transfer via classification rules using functional mapping for integrative modeling of gene expression data

Method SVM LDA RF C4.5 NB PLR RL TRL
LDA 0.1230        
RF 0.1230        
C4.5 0.0386 0.0943 0.0943      
NB 0.3453 0.0076 0.0076 0.0035     
PLR 0.0737 0.0043 0.0043 0.0043 0.6280    
RL 0.3473 0.6825 0.6825 0.0137 0.1151 0.0700   
TRL 0.6924 0.0648 0.0648 0.0017 0.8666 0.6825 0.0076  
TRL-FM 0.0094 0.0006 0.0006 0.0002 0.0094 0.0217 0.0017 0.0052
  1. Significant p-values are displayed in bold font