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 |