Table 6: Performance comparison of C4.5 with different gene selection methods on datasets (%).

Dataset Original MI Lasso FSMIL
Colon 82.74 82.92 81.13 81.13
Prostate 87.14 87.85 88.38 88.46
Lymphoma 88.47 90.76 91.21 92.53
Leukemia 80.76 81.94 82.57 84.32
Lung 96.23 96.45 98.91 98.94