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Section Navigation
Methods overview
Augmentation
Augmentation Methods
AddNoise
BaselineShift
FractionalShift
GaussianBroadening
IndexShift
SpectrumScale
Preprocessing
Baseline Methods
AirPls
ArPls
AsLs
ConstantBaselineCorrection
CubicSplineCorrection
LinearCorrection
NonNegative
PolynomialCorrection
RubberbandCorrection
SubtractReference
Projection Methods
DirectOrthogonalization
ExternalParameterOrthogonalization
OrthogonalPLS
OrthogonalSignalCorrection
Direct Orthogonalization
ExternalParameterOrthogonalization
ExternalParameterOrthogonalization
OrthogonalSignalCorrection
Derivative Methods
NorrisWilliams
SavitzkyGolay
Scale Methods
BandScaler
MinMaxScaler
NormScaler
ParetoScaler
PointScaler
Scatter Methods
ExtendedMultiplicativeScatterCorrection
MultiplicativeScatterCorrection
RobustNormalVariate
StandardNormalVariate
Smooth Methods
MeanFilter
MedianFilter
ModifiedSincFilter
SavitzkyGolayFilter
WhittakerSmooth
Feature Selection
Feature Selection Methods
IndexSelector
RangeCut
SRSelector
VIPSelector
Regression
Regression Methods
PLSRegression
Classification
Classification Methods
PLSDA
Outliers
Outliers Methods
DModX
HotellingT2
QResiduals
Leverage
StudentizedResiduals
Plotting
Plotting Methods
SpectraPlot
ScoresPlot
LoadingsPlot
DistancesPlot
ExplainedVariancePlot
FeatureSelectionPlot
PredictedVsActualPlot
YResidualsPlot
QQPlot
ResidualDistributionPlot
Inspector
Inspector Methods
PCAInspector
PLSRegressionInspector
PreprocessingInspector
Physics
Physics Methods
IntensityConversion
Adaptation
Adaptation Methods
DirectStandardization
PiecewiseDirectStandardization
SpectralSpaceTransform
XAxisInterpolator
MetadataFunctionTransformer
chemotools.adaptation.validation.check_metadata_function
chemotools.adaptation.functions.subtract_reference
chemotools.adaptation.functions.divide_by_reference
chemotools.adaptation.functions.scale_by_factor
chemotools.adaptation.functions.add_offset
Methods
Methods overview
Classification
Classification Methods
Classification Methods
#
PLSDA
PLS Discriminant Analysis (PLS-DA) classifier.
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