Parameters Value
Population size 64
Maximum number of generations 100
Mutation rate 0.005
Window width for spectral band 1
Percent of population the same at convergence 50
Cross-over type double
Percentage wavelength used at initiation 30
Maximum number of latent variables 6
Number of subsets to divide data into for cross validation 4
Number of iterations for cross validation at each generation 2
Table 2: Genetic algorithm specification and parameters