Table 15.
Initial parameters used for the PSO for experiments with linear kernel.
Name | Configuration 1 | Configuration 2 | Configuration 3 | Configuration 4 |
---|---|---|---|---|
Number of particles | 10 | 20 | 30 | 10 |
Cognitive factor | 2 | 2 | 2 | 2 |
Social factor | 2 | 2 | 2 | 2 |
Inertia weight | 0.9 | 0.9 | 0.9 | 0.9 |
Max iterations | 100 | 100 | 100 | 200 |
SVM | Linear | Linear | Linear | Linear |