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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

The PLS1CrossValidationData type exposes the following members.

Constructors
  NameDescription
Public methodPLS1CrossValidationData
Constructs a PLS1CrossValidationData instance.
Public methodPLS1CrossValidationData(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.
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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 PLS1CrossValidationData.
Public methodSetData
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.
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See Also