| |
Fisher score
|
Trace ratio
|
Multi SURF
|
ClearF normal
|
ClearF rbf
|
ClearF poly
|
CMIM
|
mRMR
|
t-score
|
|---|
|
Leukemia
|
0.945
|
0.945
|
0.945
|
0.973
|
0.959
|
0.945
|
0.973
|
0.959
|
0.959
|
|
ProstateGE
|
0.912
|
0.857
|
0.857
|
0.868
|
0.912
|
0.922
|
–
|
–
|
0.902
|
|
TOX171
|
0.672
|
0.713
|
0.819
|
0.807
|
0.666
|
0.683
|
–
|
–
|
–
|
|
Lung
|
0.865
|
0.841
|
0.901
|
0.916
|
0.935
|
0.902
|
–
|
–
|
–
|
|
LungDiscrete
|
0.716
|
0.689
|
0.811
|
0.880
|
0.879
|
0.811
|
0.841
|
0.743
|
–
|
- The bold italic numbers indicate the best results for each dataset, and the bold non-italic numbers indicate the second-best result
