PLS1CrossValidationData Class

Class PLS1CrossValidationData divides Partial Least Squares - one dimensional response variable,(PLS1), data into training and testing subsets.

Inheritance Hierarchy

SystemObject
CenterSpace.NMath.CorePLS1CrossValidationData

Namespace: CenterSpace.NMath.Core
Assembly: NMath (in NMath.dll) Version: 7.4

Syntax

[SerializableAttribute]
public class PLS1CrossValidationData : ICloneable

<SerializableAttribute>
Public Class PLS1CrossValidationData
	Implements ICloneable

[SerializableAttribute]
public ref class PLS1CrossValidationData : ICloneable

[<SerializableAttribute>]
type PLS1CrossValidationData = 
    class
        interface ICloneable
    end

The PLS1CrossValidationData type exposes the following members.

Constructors

	Name	Description
	PLS1CrossValidationData	Constructs a PLS1CrossValidationData instance.
	PLS1CrossValidationData(DoubleMatrix, DoubleVector, Subset)	Constructs a PLS1CrossValidationData instance from the given PLS1 data and testing subset. The training subset will be data not contained in the testing subset.

Properties

	Name	Description
	NumTestingSamples	Gets the number of samples that will be used for testing.
	NumTrainingSamples	Gets the number of samples that will be used for training.
	PredictorTestingSet	Gets and sets the matrix of predictor variable values comprising the testing set.
	PredictorTrainingSet	Gets and sets the matrix of predictor variable values comprising the training set.
	ResponseTestingSet	Gets and sets the matrix of response variable values comprising the testing set.
	ResponseTrainingSet	Gets and sets the matrix of response variable values comprising the training set.

Methods

	Name	Description
	Clone	Creates a deep copy of this PLS1CrossValidationData.
	SetData	Sets the cross validation data according the given PLS1 data and testing subset. The training subset will be the data not contained in the testing subset.