TABLE 10. Compared Algorithms Configuration for Classification.
Algorithm | Parameter (s) | Value (s) |
---|---|---|
GWO | 2 to 0 | |
No. of wolves | 20 | |
No. of iterations | 20 | |
PSO | Inertia , | [0.9, 0.6] |
Acceleration constants , | [2, 2] | |
No. of particles | 20 | |
Generations | 20 | |
GA | Mutation ratio | 0.1 |
Crossover | 0.9 | |
Selection mechanism | Roulette wheel | |
Population size | 20 | |
Generations | 20 | |
WOA | 2 to 0 | |
[0, 1] | ||
No. of whales | 20 | |
No. of iterations | 20 |