Task & dataset
|
No gene selection
|
RFE
|
RFVS1
|
RFVS2
|
KW
|
S2N
|
---|
Dx-Alizadeh
|
4026
|
12
|
62
|
73
|
19
|
15
|
Dx-Alon
|
2000
|
105
|
16
|
3
|
15
|
13
|
Dx-Armstrong
|
11225
|
74
|
709
|
57
|
106
|
48
|
Dx-Bhattacharjee
|
12600
|
289
|
27
|
15
|
1864
|
653
|
Dx-Golub
|
5327
|
12
|
456
|
336
|
42
|
4
|
Dx-Khan
|
2308
|
28
|
17
|
18
|
15
|
11
|
Dx-Nutt
|
10367
|
1598
|
126
|
101
|
476
|
926
|
Dx-Pomeroy
|
5920
|
186
|
34
|
16
|
70
|
435
|
Dx-Ramaswamy
|
15009
|
3346
|
966
|
411
|
8248
|
10277
|
Dx-Ramaswamy2
|
13247
|
1576
|
12
|
4
|
4129
|
1364
|
Dx-Shipp
|
5469
|
8
|
15
|
6
|
13
|
89
|
Dx-Singh
|
10509
|
157
|
58
|
21
|
22
|
38
|
Dx-Staunton
|
5726
|
169
|
152
|
73
|
93
|
97
|
Dx-Su
|
12533
|
2429
|
845
|
320
|
1318
|
1927
|
Px-Beer
|
7129
|
201
|
15
|
7
|
953
|
1380
|
Px-Bhattacharjee
|
12600
|
21
|
46
|
7
|
138
|
61
|
Px-Iizuka
|
7070
|
103
|
38
|
7
|
168
|
185
|
Px-Pomeroy
|
7129
|
70
|
29
|
13
|
445
|
439
|
Px-Rosenwald
|
7399
|
2338
|
124
|
27
|
3201
|
3897
|
Px-Veer
|
24188
|
1056
|
124
|
20
|
5388
|
4405
|
Px-Veer2
|
24188
|
491
|
149
|
39
|
1194
|
1764
|
Px-Yeoh
|
12240
|
1187
|
21
|
6
|
3077
|
1869
|
- Average number of genes selected over 10 cross-validation training sets.