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IPLS1Calc Class

Interface for performing a Partial Least Squares (PLS) calculation.
Inheritance Hierarchy

Namespace:  CenterSpace.NMath.Core
Assembly:  NMath (in NMath.dll) Version: 7.3
Syntax
[SerializableAttribute]
public abstract class IPLS1Calc : ICloneable

The IPLS1Calc type exposes the following members.

Constructors
  NameDescription
Protected methodIPLS1Calc
Initializes a new instance of the IPLS1Calc class
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Properties
  NameDescription
Public propertyIsGood
Indicates whether the most recent calculation was successful or not.
Public propertyLoadings
Gets a matrix whow columns are the loading vectors.
Public propertyMessage
Gets any message that may have been generated by the algorithm. For example, if the calculation is unsuccessful, the message should indicate the reason.
Public propertyScores
Gets a matrix whow columns are the score vectors.
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Methods
  NameDescription
Public methodCalculate
Performs a PLS1 calculation on the given data.
Public methodClone
A deep copy of self.
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.
Public methodPredict(DoubleMatrix)
Use the calculated model to predict the response values, ResponseVector , from the given set of predictor variables.
Public methodPredict(DoubleVector)
Use the calculated model to predict the response value, y, from the given value of the predictor variable.
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.
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Remarks
This is a PLS1 algorithm.
See Also