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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: 7.3
Syntax
[SerializableAttribute]
public class PLS1CrossValidationResult : ICloneable

The PLS1CrossValidationResult type exposes the following members.

Constructors
  NameDescription
Public methodPLS1CrossValidationResult
Constructs a PLS1CrossValidationResult instance from the given data, partial least squares calculator, and number of components (aka latent vector).
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Properties
  NameDescription
Public propertyCrossValidationData
Gets the cross validation data used for this result.
Public propertyIsGood
Whether the PLS1 calculation was successful.
Public propertyMeanSqrError
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.
Public propertyMessage
Gets any message that may have been generated by the PLS1 calculation. For example, if the calculation is unsuccessful, the message indicates the reason.
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Methods
  NameDescription
Public methodClone
Creates a deep copy of this PLS1CrossValidationResult.
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See Also