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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.