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Table 7 Average gene set size and standard deviation, Group I

From: Random KNN feature selection - a fast and stable alternative to Random Forests

Dataset

p* c/n

Mean Feature Set Size

Standard Deviation

  

RF

R1NN

R3NN

RF

R1NN

R3NN

Ramaswamy

1267

907

336

275

666

34

52

Staunton

859

185

74

60

112

12

11

Nutt

829

146

49

49

85

6

4

Su

792

858

225

216

421

9

26

NCI

688

126

187

163

118

41

33

Brain

666

18

137

120

13

42

42

Armstrong

468

249

76

73

1011

16

12

Pomeroy

329

69

89

82

70

15

13

Bhattacharjee

310

33

148

146

29

15

10

Adenocarcinoma

260

8

38

11

4

20

11

Golub

222

12

27

21

8

5

5

Singh

206

26

25

13

32

6

6

Average

 

220

118

102

214

18

19