Dataset
|
ISIS
|
Wil‐RS
|
mRMR
|
MP
|
POS
|
Full set
|
---|
Leukaemia
|
0.064 (1)
|
0.074 (6)
|
0.135 (50)
|
0.019 (1)
|
0.005 (1)
|
0.109
|
Breast
|
0.385 (4)
|
0.405 (11)
|
0.404 (50)
|
0.346 (19)
|
0.332 (11)
|
0.405
|
Srbct
|
0.105 (2.63)
|
0.157 (3)
|
0.098 (48)
|
0.005 (26)
|
0.005 (22)
|
0.034
|
Lung
|
0.030 (3.26)
|
0.203 (12)
|
0.027 (49)
|
0.017 (17)
|
0.011 (12)
|
0.0005
|
GSE24514
|
0.074 (1.96)
|
0.032 (20)
|
0.041 (50)
|
0.036 (50)
|
0.039 (50)
|
0.041
|
GSE4045
|
0.239 (1.47)
|
0.066 (43)
|
0.207 (38)
|
0.137 (50)
|
0.142 (3)
|
0.103
|
GSE14333
|
0.425 (9)
|
0.420 (8)
|
‐
|
0.455 (23)
|
0.450 (34)
|
0.438
|
GSE27854
|
0.432 (5)
|
0.420 (3)
|
‐
|
0.454 (13)
|
0.420 (6)
|
0.464
|
- The numbers in brackets represent the size, average size for ISIS method, of the gene set that corresponding to the minimum error rate. Boldface numbers indicate the lowest error rate (the highest accuracy) among the compared methods for the corresponding datasets.