Parameters | Optimum values | ||
---|---|---|---|
FPV | CEF | MFX | |
Population size | 64 | 64 | 64 |
Maximum generations | 100 | 100 | 100 |
Mutation rate | 0.005 | 0.005 | 0.005 |
% wavelength used at initiation | 20 | 20 | 20 |
The number of variables in a window (window width) | 2 | 2 | 2 |
Percent of population (% of convergence) | 80 | 80 | 80 |
Cross-type | Double | Double | Double |
Maximum number of latent variables | 2 | 3 | 3 |
Cross-validation | Random | Random | Random |
Number of subsets to divide data into for cross-validation | 13 | 13 | 13 |
Number of iterations for cross-validation at each generation | 2 | 2 | 2 |