IMulticlassRefLikelihoodClassifierTInput, TClasses Interface

Common interface for generative multi-class classifiers. A multi-class classifier can predicts a class label based on an input instance vector.

Namespace: Accord.MachineLearning
Assembly: Accord (in Accord.dll) Version: 3.8.0

Syntax

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public interface IMulticlassRefLikelihoodClassifier<TInput, TClasses> : IMulticlassRefScoreClassifier<TInput, TClasses>, 
	IMultilabelRefScoreClassifier<TInput, TClasses>, IMultilabelScoreClassifierBase<TInput, TClasses>, 
	IMultilabelRefLikelihoodClassifier<TInput, TClasses>, IMultilabelLikelihoodClassifierBase<TInput, TClasses>

Public Interface IMulticlassRefLikelihoodClassifier(Of TInput, TClasses)
	Inherits IMulticlassRefScoreClassifier(Of TInput, TClasses), IMultilabelRefScoreClassifier(Of TInput, TClasses), 
	IMultilabelScoreClassifierBase(Of TInput, TClasses), IMultilabelRefLikelihoodClassifier(Of TInput, TClasses), 
	IMultilabelLikelihoodClassifierBase(Of TInput, TClasses)

Type Parameters

TInput: The data type for the input data. Default is double[].
TClasses: The data type for the class labels. Default is int.

Methods

	Name	Description
	LogLikelihoods(TInput, TClasses)	Predicts a class label vector for each input vector, returning the log-likelihoods of the input vector belonging to each possible class. (Inherited from IMultilabelLikelihoodClassifierBaseTInput, TClasses.)
	LogLikelihoods(TInput, TClasses)	Predicts a class label vector for the given input vector, returning the log-likelihoods of the input vector belonging to each possible class. (Inherited from IMultilabelRefLikelihoodClassifierTInput, TClasses.)
	LogLikelihoods(TInput, TClasses, Double)	Predicts a class label vector for each input vector, returning the log-likelihoods of the input vector belonging to each possible class. (Inherited from IMultilabelLikelihoodClassifierBaseTInput, TClasses.)
	LogLikelihoods(TInput, TClasses, Double)	Predicts a class label vector for the given input vector, returning the log-likelihoods of the input vector belonging to each possible class. (Inherited from IMultilabelRefLikelihoodClassifierTInput, TClasses.)
	Probabilities(TInput, TClasses)	Predicts a class label vector for each input vector, returning the probabilities of the input vector belonging to each possible class. (Inherited from IMultilabelLikelihoodClassifierBaseTInput, TClasses.)
	Probabilities(TInput, TClasses)	Predicts a class label vector for the given input vector, returning the probabilities of the input vector belonging to each possible class. (Inherited from IMultilabelRefLikelihoodClassifierTInput, TClasses.)
	Probabilities(TInput, TClasses, Double)	Predicts a class label vector for each input vector, returning the probabilities of the input vector belonging to each possible class. (Inherited from IMultilabelLikelihoodClassifierBaseTInput, TClasses.)
	Probabilities(TInput, TClasses, Double)	Predicts a class label vector for the given input vector, returning the probabilities of the input vector belonging to each possible class. (Inherited from IMultilabelRefLikelihoodClassifierTInput, TClasses.)
	Scores(TInput, TClasses)	Predicts a class label vector for the given input vector, returning a numerical score measuring the strength of association of the input vector to each of the possible classes. (Inherited from IMultilabelRefScoreClassifierTInput, TClasses.)
	Scores(TInput, TClasses)	Predicts a class label vector for each input vector, returning a numerical score measuring the strength of association of the input vector to each of the possible classes. (Inherited from IMultilabelScoreClassifierBaseTInput, TClasses.)
	Scores(TInput, TClasses, Double)	Predicts a class label vector for the given input vector, returning a numerical score measuring the strength of association of the input vector to each of the possible classes. (Inherited from IMultilabelRefScoreClassifierTInput, TClasses.)
	Scores(TInput, TClasses, Double)	Predicts a class label vector for each input vector, returning a numerical score measuring the strength of association of the input vector to each of the possible classes. (Inherited from IMultilabelScoreClassifierBaseTInput, TClasses.)

Top

Reference

Accord.MachineLearning Namespace

IMulticlassRefLikelihoodClassifierAddLanguageSpecificTextSet("LST37D990D_0?cs=&lt;|vb=(Of |cpp=&lt;|fs=&lt;'|nu=(");TInput, TClassesAddLanguageSpecificTextSet("LST37D990D_1?cs=&gt;|vb=)|cpp=&gt;|fs=&gt;|nu=)"); Interface

Type Parameters

Reference

IMulticlassRefLikelihoodClassifierTInput, TClasses Interface