Skip to main content

Table 1 AUC (percent) values for Datasets 1 and 2 for eight methods

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

 

MAS

RMA

DFW

Method

Dataset 1

Dataset 2

Dataset 1

Dataset 2

Dataset 1

Dataset 2

WAD

96.772(1)

97.684(1)

99.980(1)

98.240(4)

100.00(1)

99.953(1)

AD

83.381(6)

96.430(8)

99.897(6)

98.631(2)

100.00(1)

99.948(2)

FC

83.092(7)

96.445(7)

99.655(8)

98.617(3)

100.00(1)

99.948(2)

RP

81.981(8)

96.626(6)

99.757(7)

99.161(1)

99.993(4)

99.938(3)

modT

93.257(4)

97.561(4)

99.928(5)

98.109(7)

99.983(7)

98.459(6)

samT

94.002(3)

97.547(5)

99.944(3)

98.139(6)

99.988(5)

98.656(4)

shrinkT

92.379(5)

97.617(3)

99.955(2)

97.846(8)

99.984(6)

98.558(5)

ibmT

94.693(2)

97.618(2)

99.941(4)

98.183(5)

99.983(7)

98.455(7)

  1. Numbers in parentheses show the rankings. Signal intensities smaller than 1 in the MAS-preprocessed data were set to 1 so that the logarithm of the data could be taken.