Table 4.
Data sets | classifier | time (seconds) | # of gene selected | Accuracy (%) |
---|---|---|---|---|
Leukemia | NB | 360 | 3 | 98.61 |
J4.8 | 360 | 2 | 95.83 | |
SVM | 55980 | 5 | 98.61 | |
Lung cancer | NB | 1080 | 3 | 100 |
J4.8 | 1560 | 2 | 99.45 | |
SVM | 59760 | 4 | 100 | |
Breast cancer | NB | 5280 | 3 | 88.66 |
J4.8 | 13920 | 2 | 93.81 | |
SVM | 447060 | 4 | 89.69 | |
Colon cancer | NB | 300 | 8 | 93.55 |
J4.8 | 300 | 3 | 96.77 | |
SVM | 12060 | 5 | 91.94 |