IClusterCollectionTData, TCluster Interface

Note: This API is now obsolete.

Common interface for cluster collections.

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

Syntax

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[ObsoleteAttribute("Please use IClusterCollectionEx")]
public interface IClusterCollection<TData, out TCluster> : IEnumerable, 
	IClusterCollection<TData>, IMulticlassClassifier<TData, int>, IClassifier<TData, int>, 
	IClassifier, ITransform<TData, int>, ICovariantTransform<TData, int>, 
	ITransform

<ObsoleteAttribute("Please use IClusterCollectionEx")>
Public Interface IClusterCollection(Of TData, Out TCluster)
	Inherits IEnumerable, IClusterCollection(Of TData), IMulticlassClassifier(Of TData, Integer), 
	IClassifier(Of TData, Integer), IClassifier, ITransform(Of TData, Integer), 
	ICovariantTransform(Of TData, Integer), ITransform

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Type Parameters

TData: The type of the data being clustered, such as double.
TCluster: The type of the clusters considered by a clustering algorithm.

The IClusterCollectionTData, TCluster type exposes the following members.

Properties

	Name	Description
	Count	Gets the number of clusters in the collection. (Inherited from IClusterCollectionTData.)
	Item	Gets the cluster at the given index.
	NumberOfClasses	Gets or sets the number of classes expected and recognized by the classifier. (Inherited from IClassifier.)
	NumberOfInputs	Gets or sets the number of inputs accepted by the model. (Inherited from ITransform.)
	NumberOfOutputs	Gets or sets the number of outputs generated by the model. (Inherited from ITransform.)

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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.)
	GetEnumerator	Returns an enumerator that iterates through a collection. (Inherited from IEnumerable.)
	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.)

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Extension Methods

	Name	Description
	SetEqualsTCluster	Compares two enumerables for set equality. Two enumerables are set equal if they contain the same elements, but not necessarily in the same order. (Defined by Matrix.)

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Reference

Accord.MachineLearning Namespace

IClusterCollectionAddLanguageSpecificTextSet("LST7E67A3C7_0?cs=&lt;|vb=(Of |cpp=&lt;|fs=&lt;'|nu=(");TData, TClusterAddLanguageSpecificTextSet("LST7E67A3C7_1?cs=&gt;|vb=)|cpp=&gt;|fs=&gt;|nu=)"); Interface

Type Parameters

Reference

IClusterCollectionTData, TCluster Interface