Table 4. Parameter testing of probability p and inertia weight w.
p | Number of Selected Features | w | Fitness Value | ||||||
---|---|---|---|---|---|---|---|---|---|
Dermatology | QSAR | Synthetic | Pixel | Dermatology | QSAR | Synthetic | Pixel | ||
0.1 | 3 | 4 | 5 | 19 | 0.5 | 6.09E-06 | 1.17E-02 | 1.04E-02 | 8.62E-06 |
0.2 | 4 | 10 | 8 | 36 | 1.0 | 4.52E-06 | 9.15E-03 | 9.97E-03 | 4.69E-06 |
0.3 | 8 | 14 | 13 | 58 | 1.5 | 4.39E-06 | 7.85E-06 | 2.51E-05 | 2.94E-06 |
0.4 | 10 | 16 | 20 | 89 | 2.0 | 3.61E-06 | 1.76E-05 | 3.74E-05 | 2.27E-07 |
0.5 | 13 | 20 | 27 | 96 | 2.5 | 4.54E-06 | 1.26E-04 | 8.33E-05 | 3.05E-07 |