example_settings.txt

[General]
version name = example

[Data]
csv file = ensemble_plsr_sample_data.csv
band preface = 'Band_'
chems(comma separated chem list) =  LMA, N, C, P
chem transforms(comma separated chem transform list...options -- log, sqrt, square) = None, None, None, None 
crown col = CSP_CODE
test training col = CalVal
test set value = 0 


[Spectral]
bad bands(1-based) = 1,2,3,4,5,6,7,8,9,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,168,169,211,212,213,214
ignore columns(any other columns to remove) =
brightness normalize = True
ndvi maximum = -1
brightness maximum (-1 for none)= 51000 
brightness minimum (-1 for none)= 15000
ndvi minimum (-1 for none)= 0.7 
ndvi bands (1-based)=34,46
max band = 214 
lowest wavelength(nm) = 350 
wavelength interval(nm) = 10



[Algorithm]
iterations = 4 
iteration fraction used (picks this fraction of the best iterations to ultimately use) = 0.5 
samples per crown (-1 to use all) = 5 
min pixel per crown = 1 
max components = 30
find bad bands = False
scale response = False
scale features = False
test set holdout fraction = 0 
iteration holdout fraction = 0.1