Package adams.data.instancesanalysis.pls
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Class Summary Class Description AbstractMultiClassPLS Ancestor for schemes that predict multiple classes.AbstractPLS Ancestor for PLS implementations.AbstractSingleClassPLS Ancestor for schemes that predict a single class.DIPLS KernelPLS MatrixHelper Helper class for the matrix-algorithm library.NIPALS OPLS PLS1 Implementation of PLS1 algorithm.
For more information see:
Tormod Naes, Tomas Isaksson, Tom Fearn, Tony Davies (2002).PRM SIMPLS Implementation of SIMPLS algorithm.
Available matrices: W, B
For more information see:
Tormod Naes, Tomas Isaksson, Tom Fearn, Tony Davies (2002).SparsePLS VCPLS -
Enum Summary Enum Description PredictionType The type of prediction to perform.PreprocessingType The preprocessing type.