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PLS2SimplsAlgorithm Methods

The PLS2SimplsAlgorithm type exposes the following members.

Methods
 NameDescription
Public methodCalculate Calculates the PLS2 for the given predictor and response matrices and the given number of components.
(Overrides IPLS2CalcCalculate(DoubleMatrix, DoubleMatrix, Int32))
Public methodClone Creates a deep copy of this PLS2SimplsAlgorithm.
(Overrides IPLS2CalcClone)
Public methodHotellingsT2 Calculaties Hotelling's T2 statistic for each sample. T2 can be viewed as the squared distance from a samples projection into the subspace to the centroid of the subspace, or, more simply, the variation of the sample point within the model.
(Inherited from IPLS2Calc)
Public methodPredict(DoubleMatrix) Predicts the responses for a set of predictor values.
(Overrides IPLS2CalcPredict(DoubleMatrix))
Public methodPredict(DoubleVector) Predicts the response for the given predictor value.
(Overrides IPLS2CalcPredict(DoubleVector))
Public methodQResiduals Calculates the Q residuals for in sample in the model. The Q residual for a given sample is the distance between the sample and its projection in the subspace of the model.
(Inherited from IPLS2Calc)
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