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Table 4 Average AUC values for Datasets 3–26 and 27–38

From: A weighted average difference method for detecting differentially expressed genes from microarray data

  Datasets 3–26 Datasets 27–38  
Method MAS RMA DFW MAS RMA DFW Average
WAD 96.740(1) 91.373(6) 91.407(5) 92.416(1) 96.732(2) 94.090(4) 93.793
AD 93.755(6) 93.098(2) 92.239(2) 87.411(7) 96.766(1) 94.222(2) 92.915
FC 93.625(7) 93.117(1) 92.239(2) 88.230(6) 96.726(3) 94.221(3) 93.026
RP 91.511(8) 92.540(3) 92.534(1) 84.552(8) 96.526(4) 94.665(1) 92.055
modT 95.673(5) 91.381(5) 90.109(7) 90.895(4) 95.277(7) 92.355(7) 92.615
samT 95.947(3) 91.231(8) 89.959(8) 90.305(5) 95.702(5) 92.052(8) 92.533
shrinkT 95.733(4) 91.316(7) 91.451(4) 90.968(3) 94.851(8) 93.684(5) 93.001
ibmT 96.344(2) 91.771(4) 90.252(6) 91.921(2) 95.491(6) 92.427(6) 93.034
Average 94.916 91.978 91.274 89.587 96.009 93.465  
  1. Analyses of Datasets 3–26 and Datasets 27–38 were performed using MAS- and RMA-preprocessed data, respectively, following the choice of preprocessing algorithm in the original papers.