Table 4.
Run# |
Leukemia2 |
Lung_Cancer |
SRBCT |
Prostate_Tumor |
DLBCL |
|||||
---|---|---|---|---|---|---|---|---|---|---|
#Acc (%) | #Selected genes | #Acc (%) | #Selected genes | #Acc (%) | #Selected genes | #Acc (%) | #Selected genes | #Acc (%) | #Selected genes | |
1 |
100 |
4 |
96.06 |
7 |
100 |
27 |
99.02 |
5 |
100 |
3 |
2 |
100 |
4 |
96.06 |
10 |
100 |
11 |
98.04 |
4 |
100 |
4 |
3 |
100 |
5 |
96.06 |
12 |
100 |
12 |
98.04 |
6 |
100 |
4 |
4 |
100 |
6 |
95.57 |
6 |
98.80 |
8 |
98.04 |
8 |
100 |
5 |
5 |
100 |
7 |
95.57 |
7 |
98.80 |
9 |
98.04 |
8 |
100 |
5 |
6 |
100 |
7 |
95.57 |
7 |
100 |
48 |
98.04 |
11 |
100 |
5 |
7 |
100 |
7 |
95.57 |
8 |
98.80 |
7 |
98.04 |
8 |
100 |
5 |
8 |
100 |
8 |
95.57 |
9 |
100 |
12 |
97.06 |
4 |
100 |
5 |
9 |
100 |
9 |
95.57 |
11 |
100 |
8 |
97.06 |
6 |
100 |
5 |
10 |
100 |
11 |
95.07 |
6 |
100 |
7 |
97.06 |
6 |
100 |
6 |
Average ± S.D. | 100.00 ±0 | 6.80 ±2.20 | 95.67 ±0.31 | 8.30 ±2.11 | 99.64 ±0.58 | 14.90 ±13.03 | 97.84 ±0.62 | 6.60 ±2.17 | 100.00 ±0 | 4.70 ±0.82 |
Note: Results of the best subsets shown are written in a bold style. A near-optimal subset that produces the highest classification accuracy with the smallest number of genes is selected as the best subset. #Acc and S.D. denote the classification accuracy and the standard deviation, respectively, whereas #Selected Genes and Run# represent the number of selected genes and a run number, respectively.