PLS1CrossValidationResult Class

Class PLS2CrossValidationResult performs a Partial Least Squares - one dimensional response variable, (PLS1), cross validation calculation.

Inheritance Hierarchy

SystemObject
CenterSpace.NMath.CorePLS1CrossValidationResult

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

Syntax

[SerializableAttribute]
public class PLS1CrossValidationResult : ICloneable

<SerializableAttribute>
Public Class PLS1CrossValidationResult
	Implements ICloneable

[SerializableAttribute]
public ref class PLS1CrossValidationResult : ICloneable

[<SerializableAttribute>]
type PLS1CrossValidationResult = 
    class
        interface ICloneable
    end

The PLS1CrossValidationResult type exposes the following members.

Constructors

	Name	Description
	PLS1CrossValidationResult	Constructs a PLS1CrossValidationResult instance from the given data, partial least squares calculator, and number of components (aka latent vector).

Properties

	Name	Description
	CrossValidationData	Gets the cross validation data used for this result.
	IsGood	Whether the PLS1 calculation was successful.
	MeanSqrError	Gets the mean square error for this cross validation result. This is the mean squared error between the actual dependent data values and those predicted by the model constructed from the training data.
	Message	Gets any message that may have been generated by the PLS1 calculation. For example, if the calculation is unsuccessful, the message indicates the reason.

Methods

	Name	Description
	Clone	Creates a deep copy of this PLS1CrossValidationResult.