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Table 3 Comparison of power to detect DEGs between algorithms using different filtering methods applied to the spike-in dataset

From: Adaptive filtering of microarray gene expression data based on Gaussian mixture decomposition

Method

NF

S_50

AS

V_50

AV

LV_50

ALV

PVAC

AUC

12.60

12.57

12.73

12.68

13.11

12.96

11.94

13.17

Sensitivity

69.03

69.62

72.54

69.59

73.37

71.33

63.23

72.00

  1. Data illustrated by two indexes: the area under the ROC curve in Figure 3 (AUC) from FDR equal 0 to 20% and sensitivity at 10% FDR.
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BMC Bioinformatics

ISSN: 1471-2105

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