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Showing content from http://accord-framework.net/docs/html/T_Accord_MachineLearning_IMultilabelClassifier_1.htm below:

IMultilabelClassifierTInput Interface

Common interface for multi-label classifiers. A multi-label classifier can predict the occurrence of multiple class labels at once.

Namespace: Accord.MachineLearning
Assembly:

Accord (in Accord.dll) Version: 3.8.0

Syntax

public interface IMultilabelClassifier<in TInput> : IMultilabelClassifier<TInput, int[]>, 
	IClassifier<TInput, int[]>, IClassifier, ITransform<TInput, int[]>, 
	ICovariantTransform<TInput, int[]>, ITransform, IMultilabelClassifier<TInput, bool[]>, 
	IClassifier<TInput, bool[]>, ITransform<TInput, bool[]>, 
	ICovariantTransform<TInput, bool[]>, IMultilabelClassifier<TInput, double[]>, 
	IClassifier<TInput, double[]>, ITransform<TInput, double[]>, 
	ICovariantTransform<TInput, double[]>

Public Interface IMultilabelClassifier(Of In TInput)
	Inherits IMultilabelClassifier(Of TInput, Integer()), 
	IClassifier(Of TInput, Integer()), IClassifier, ITransform(Of TInput, Integer()), 
	ICovariantTransform(Of TInput, Integer()), ITransform, IMultilabelClassifier(Of TInput, Boolean()), 
	IClassifier(Of TInput, Boolean()), ITransform(Of TInput, Boolean()), 
	ICovariantTransform(Of TInput, Boolean()), IMultilabelClassifier(Of TInput, Double()), 
	IClassifier(Of TInput, Double()), ITransform(Of TInput, Double()), 
	ICovariantTransform(Of TInput, Double())

Request Example View Source Type Parameters

TInput: The data type for the input data. Default is double[].

The IMultilabelClassifierTInput type exposes the following members.

Properties Methods Name Description Decide(TInput)

Computes a class-label decision for a given input.

(Inherited from IClassifierTInput, TClasses.) Decide(TInput)

Computes class-label decisions for each vector in the given input.

(Inherited from IClassifierTInput, TClasses.) Decide(TInput, TClasses)

Computes class-label decisions for each vector in the given input.

(Inherited from IClassifierTInput, TClasses.) Decide(TInput, TClasses)

Computes class-label decisions for the given input.

(Inherited from IMultilabelClassifierTInput, TClasses.) Transform(TInput)

Applies the transformation to an input, producing an associated output.

(Inherited from ICovariantTransformTInput, TOutput.) Transform(TInput)

Applies the transformation to a set of input vectors, producing an associated set of output vectors.

(Inherited from ICovariantTransformTInput, TOutput.) Transform(TInput, TOutput)

Applies the transformation to a set of input vectors, producing an associated set of output vectors.

(Inherited from ITransformTInput, TOutput.) Top See Also

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