Table 6: Some non soft computing methods and their performance analysis [Classification].

Method Dataset Performance
in %
Number of Features
Required in %
ANOVA [94] Leukemia
Ovarian
Breast
MULTMYEL
Leukemia
100
100
85
64
82
1
8
0.64
0.054
45.7
Regression model [92] Leukemia 100 25
Linear Model
for
Microarray Data(LIMMA) [96]
Swirl
ApoAI
86
94
7.05
8.15
Signal to noise ratio [119] Leukemia
Colon
Lymphoma
100
92.4
100
19.07
47.15
10.80
Top scoring pairs [109] Breast
Leukemia
Prostate
79
94
95
2
5
2
Correlation
based Feature Selection(CFS) [111]
Leukemia
DLBCL
78
95
14.15
11.02