Table 3 The results of different setting for g and h. Bold font indicates the best results
From: A novel gene selection algorithm for cancer classification using microarray datasets
g | h | AC avg | AC std | N avg | N std | T avg | T std |
|---|---|---|---|---|---|---|---|
1 | 10 | 87.587 | 3.423 | 5.567 | 2.16 | 151.1202 | 0.00594 |
15 | 94.787 | 2.757 | 10.067 | 1.977 | 154.1243 | 0.00334 | |
20 | 96.317 | 2.147 | 11 | 1.6 | 157.7917 | 0.00277 | |
average | 92.897 | 2.776 | 8.878 | 1.912 | 154.3454 | 0.004016 | |
2 | 10 | 97.453 | 1.033 | 11.633 | 1.637 | 266.7896 | 0.00162 |
15 | 99.543 | 0.183 | 13.267 | 0.973 | 275.1234 | 0.00146 | |
20 | 99.543 | 0.183 | 13.633 | 0.987 | 280.1246 | 0.00149 | |
average | 98.847 | 0.467 | 12.844 | 1.199 | 274.0125 | 0.001522 | |
3 | 10 | 98.397 | 0.853 | 13.133 | 0.9737 | 381.0373 | 0.00445 |
15 | 99.21 | 0.19 | 13.3 | 0.973 | 382.3714 | 0.00143 | |
20 | 99.21 | 0.177 | 13.3 | 0.973 | 388.7084 | 0.00133 | |
average | 98.939 | 0.407 | 13.244 | 0.973 | 384.039 | 0.002404 |