Uses of Interface
weka.core.GenericPLSMatrixAccess

Packages that use GenericPLSMatrixAccess

Package	Description
adams.data.instancesanalysis.pls
adams.flow.transformer
weka.classifiers.functions
weka.filters.supervised.attribute

Uses of GenericPLSMatrixAccess in adams.data.instancesanalysis.pls

Classes in adams.data.instancesanalysis.pls that implement GenericPLSMatrixAccess

Modifier and Type	Class	Description
class	AbstractMultiClassPLS	Ancestor for schemes that predict multiple classes.
class	AbstractPLS	Ancestor for PLS implementations.
class	AbstractSingleClassPLS	Ancestor for schemes that predict a single class.
class	DIPLS	Domain Invariant Partial Least Squares (DIPLS). For more information see: Ramin Nikzad-Langerodi, Werner Zellinger, Edwin Lughofer,, Susanne Saminger-Platz.
class	KernelPLS	Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space For more information see: Roman Rosipal, Leonard J.
class	NIPALS	Nonlinear Iterative Partial Least Squares (NIPALS). For more information see: scikit-learn.
class	OPLS	Orthogonal Projections to latent structures (O-PLS). For more informatio see: Johan Trygg, Svante Wold (2001).
class	PLS1	Implementation of PLS1 algorithm. For more information see: Tormod Naes, Tomas Isaksson, Tom Fearn, Tony Davies (2002).
class	PRM	Partial robust M-regression (PRM). For more information see: Sven Serneels, Christophe Croux, Peter Filzmoser, Pierre J.Van Espen (2005).
class	SIMPLS	Implementation of SIMPLS algorithm. Available matrices: W, B For more information see: Tormod Naes, Tomas Isaksson, Tom Fearn, Tony Davies (2002).
class	SparsePLS	Nonlinear Iterative Partial Least Squares (SparsePLS). Automatically standardizes X and Y internally. For more information see: Chun H, Keles S. (2010).
class	VCPLS	Variance constrained partial least squares. For more information see: Xiubao Jiang, Xinge You, Shujian Yu, Dacheng Tao, C.L.

Uses of GenericPLSMatrixAccess in adams.flow.transformer

Methods in adams.flow.transformer with parameters of type GenericPLSMatrixAccess

Modifier and Type	Method	Description
protected adams.data.spreadsheet.SpreadSheet	WekaGenericPLSMatrixAccess.getMatrix(GenericPLSMatrixAccess obj)	Returns the spreadsheet representation of the chosen from the classifier/filter.

Uses of GenericPLSMatrixAccess in weka.classifiers.functions

Classes in weka.classifiers.functions that implement GenericPLSMatrixAccess

Modifier and Type	Class	Description
class	PLSWeighted	A wrapper classifier for the PLS filter, utilizing the filter's ability to perform predictions.

Uses of GenericPLSMatrixAccess in weka.filters.supervised.attribute

Classes in weka.filters.supervised.attribute that implement GenericPLSMatrixAccess

Modifier and Type	Class	Description
class	MultiPLS	For each Y that gets identified by the regular expression for Y attributes, the specified PLS (partial least squares) algorithm gets applied to the X attributes identified by the corresponding regular expression.
class	PLS	Applies the specified partial least squares (PLS) algorithm to the data.