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Table 1 Individual results on simulation data

From: JCD-DEA: a joint covariate detection tool for differential expression analysis on tumor expression profiles

miRNA probe

A5 scores

p-value

Classification error rate

VIMP using random forests

miRNA-alternative 1

7

0.01774

0.44653

0.00275

miRNA-alternative 2

0

0.90567

0.52247

0.00108

miRNA-alternative 3

0

0.58752

0.51500

0.00043

miRNA-alternative 4

0

0.36873

0.48780

-0.0002

miRNA-alternative 5

2

0.02859

0.47427

0.00174

miRNA-alternative 6

0

0.48969

0.51533

0.00044

miRNA-null 7

0

0.38552

0.51813

-0.00001

miRNA-null 8

14

0.00409

0.44940

0.00139

miRNA-null 9

0

0.16923

0.46687

0.00003

miRNA-null 10

4

0.02509

0.45887

0.00083

miRNA-null 11

0

0.08370

0.47180

0.00080

miRNA-null 12

0

0.68458

0.51887

-0.00011

miRNA-null 13

0

0.82576

0.52187

0.00047

miRNA-null 14

0

0.72355

0.52060

-0.00016

miRNA-null 15

1

0.02793

0.46633

0.00122

miRNA-null 16

0

0.50655

0.51327

0.00002

miRNA-null 17

0

0.58679

0.50447

0.00020

miRNA-null 18

0

0.71515

0.52567

-0.00027

miRNA-null 19

1

0.03970

0.46500

-0.00032

miRNA-null 20

0

0.32140

0.49920

-0.00004

miRNA-null 21

0

0.76909

0.52000

-0.00072

miRNA-null 22

22

0.00030

0.43947

0.00534

miRNA-null 23

0

0.08419

0.46827

0.00086

miRNA-null 24

0

0.15507

0.47913

0.00072

miRNA-null 25

0

0.51227

0.51200

-0.00046

miRNA-null 26

0

0.50874

0.50653

-0.00041

miRNA-null 27

0

0.90546

0.51873

0.00005

miRNA-null 28

0

0.28329

0.47227

-0.00042

miRNA-null 29

0

0.63784

0.50947

-0.00041

miRNA-null 30

0

0.97928

0.52327

-0.00050

miRNA-null 31

0

0.11834

0.48280

0.00063

miRNA-null 32

0

0.91276

0.52140

-0.00044

miRNA-null 33

0

0.08682

0.47747

0.00112

miRNA-null 34

0

0.48329

0.51120

-0.00035

miRNA-null 35

0

0.30921

0.49887

-0.00047

miRNA-null 36

0

0.44131

0.48927

-0.00056

miRNA-null 37

0

0.73472

0.50507

-0.00018

miRNA-null 38

0

0.47165

0.50267

0.00040

miRNA-null 39

0

0.95237

0.51647

-0.00033

miRNA-null 40

0

0.80447

0.52133

0.00018