PartialLeastSquaresFactor Class

Represents a Partial Least Squares Factor found in the Partial Least Squares Analysis, allowing it to be directly bound to controls like the DataGridView.

Inheritance Hierarchy

SystemObject
Accord.Statistics.AnalysisPartialLeastSquaresFactor

Namespace: Accord.Statistics.Analysis
Assembly: Accord.Statistics (in Accord.Statistics.dll) Version: 3.8.0

Syntax

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[SerializableAttribute]
public sealed class PartialLeastSquaresFactor : IAnalysisComponent

<SerializableAttribute>
Public NotInheritable Class PartialLeastSquaresFactor
	Implements IAnalysisComponent

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The PartialLeastSquaresFactor type exposes the following members.

Properties

	Name	Description
	Analysis	Returns a reference to the parent analysis object.
	DependentCumulativeProportion	Gets the cumulative proportion of dependent variable variance explained by this factor.
	DependentLatentVector	Gets the output variable's latent vectors for this factor.
	DependentProportion	Gets the proportion of dependent variable variance explained by this factor.
	IndependentLatentVectors	Gets the input variable's latent vectors for this factor.
	Index	Gets the Index of this component on the original factor collection.
	PredictorCumulativeProportion	Gets the cumulative proportion of dependent variables variance explained by this factor.
	PredictorProportion	Gets the proportion of prediction variables variance explained by this factor.
	VariableImportance	Gets the importance of each variable for the given component.

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Methods

	Name	Description
	Equals	Determines whether the specified object is equal to the current object. (Inherited from Object.)
	GetHashCode	Serves as the default hash function. (Inherited from Object.)
	GetType	Gets the Type of the current instance. (Inherited from Object.)
	ToString	Returns a string that represents the current object. (Inherited from Object.)

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Extension Methods

	Name	Description
	HasMethod	Checks whether an object implements a method with the given name. (Defined by ExtensionMethods.)
	IsEqual	Compares two objects for equality, performing an elementwise comparison if the elements are vectors or matrices. (Defined by Matrix.)
	To(Type)	Overloaded. Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime. (Defined by ExtensionMethods.)
	ToT	Overloaded. Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime. (Defined by ExtensionMethods.)

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Reference

Accord.Statistics.Analysis Namespace