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PLS2CrossValidationData Class

Class PLS2CrossValidationData divides Partial Least Squares (PLS) data into training and testing subsets.
Inheritance Hierarchy
SystemObject
  CenterSpace.NMath.CorePLS2CrossValidationData

Namespace:  CenterSpace.NMath.Core
Assembly:  NMath (in NMath.dll) Version: 7.3
Syntax
[SerializableAttribute]
public class PLS2CrossValidationData : ICloneable

The PLS2CrossValidationData type exposes the following members.

Constructors
  NameDescription
Public methodPLS2CrossValidationData
Constructs a PLS2CrossValidationData instance.
Public methodPLS2CrossValidationData(DoubleMatrix, DoubleMatrix, Subset)
Constructs a PLS2CrossValidationData instance from the given PLS data and testing subset. The training subset will be the data not contained in the testing subset.
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Properties
  NameDescription
Public propertyNumTestingSamples
Gets the number of samples that will be used for testing.
Public propertyNumTrainingSamples
Gets the number of samples that will be used for training.
Public propertyPredictorTestingSet
Gets and sets the matrix of predictor variable values comprising the testing set.
Public propertyPredictorTrainingSet
Gets and sets the matrix of predictor variable values comprising the training set.
Public propertyResponseTestingSet
Gets and sets the matrix of response variable values comprising the testing set.
Public propertyResponseTrainingSet
Gets and sets the matrix of response variable values comprising the training set.
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Methods
  NameDescription
Public methodClone
Creates a deep copy of this PLS2CrossValidationData.
Public methodSetData(DoubleMatrix, DoubleMatrix, Subset)
Sets the cross validation data according the given PLS data and testing subset. The training subset will be the data not contained in the testing subset.
Public methodSetData(DoubleMatrix, DoubleMatrix, Subset, Boolean)
Sets the cross validation data according the given PLS data and testing subset. The training subset will be the data not contained in the testing subset.
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See Also