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| Code Listing by Cleiton Nunes |
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Model for Soft Independent Modeling of Class Analogy (SIMCA)
simca_model=simca(x,classes)
input:
x (samples x descriptors) for calibration
classes (samples x 1) classes numbers (must be >0)
output:
simca_model struct with:
models (1 x No. classes) struct with: (one for each class)
x (samples x descriptors) input for this class
clas (samples x 1) numbers for this...
ABSTRANS Convert spectral absorbance to transmitance
TRANSABS Convert spectral transmitance to absorbance
SNV Standard Normal Variate
SAVGOL Savitsky-Golay smoothing and differentiation
NORMALIZ Normalize matrix rows dividing...
Leave-one-out cross-validation for PLS regression or discriminant analysis
pls_cv = plscv(x,y,vl,'da')
input:
x (samples x descriptors) for cross-validation
y (samples x variables) for regression or (samples x...
Leave-one-out cross-validation for PLS regression or discriminant analysis
pls_cv = plscv(x,y,vl,'da')
input:
x (samples x descriptors) for cross-validation
y (samples x variables) for regression or (samples x... |
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