Research Article
A Simple Fitness Function for Minimum Attribute Reduction
Table 2
Performance of PSO using different fitness functions.
| | Dataset | | | | STL | AVL | | AVT | STL | AVL | | AVT |
| |
blance | 4 | 4 | 1/1 | 35.392 | 4 | 4 | 1/1 | 26.467 | |
spect | 16 | 16 | 1/1 | 7.471 | 16 | 16 | 1/1 | 6.921 | | Lung-cancer | 3 | 4.02 | 0.08/1 | 2.628 | 3 | 3.92 | 0.22/1 | 1.096 | | Sponge | 8 | 8.4 | 0.61/0.98 | 5.327 | 8 | 8.02 | 0.79/1 | 4.217 | | Vote | 8 | 8.2 | 0.8/1 | 7.419 | 8 | 8.13 | 0.87/1 | 5.522 | | Zoo | 5 | 5.05 | 0.96/1 | 5.092 | 5 | 5 | 1/1 | 4.275 | | Soybean-small | 2 | 2.32 | 0.78/1 | 2.091 | 2 | 2.38 | 0.72/1 | 1.162 |
|
|
