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AgglomerativeClusteringAlgorithmTInstance Class

Implements the agglomerative nesting clustering algorithm (program AGNES) in [1].
Inheritance Hierarchy
SystemObject
  AglomeraAgglomerativeClusteringAlgorithmTInstance

Namespace:  Aglomera
Assembly:  Aglomera (in Aglomera.dll) Version: 1.1.0
Syntax
C#
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public class AgglomerativeClusteringAlgorithm<TInstance> : IClusteringAlgorithm<TInstance>
where TInstance : Object, IComparable<TInstance>
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Type Parameters

TInstance
The type of instance considered.

The AgglomerativeClusteringAlgorithmTInstance type exposes the following members.

Constructors
  NameDescription
Public methodAgglomerativeClusteringAlgorithmTInstance
Creates a new instance of AgglomerativeClusteringAlgorithmTInstance with the given set of instances and linkage criterion.
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Properties
Methods
  NameDescription
Public methodEquals (Inherited from Object.)
Protected methodFinalize (Inherited from Object.)
Public methodGetClustering(ISetTInstance)
Clusters the set of TInstance given to the algorithm.
Public methodGetClustering(ClusterSetTInstance)
Runs the clustering algorithm over the given ClusterSetTInstance.
Public methodGetClustering(IEnumerableClusterTInstance, Double)
Runs the clustering algorithm over the set of given ClusterTInstance.
Public methodGetHashCode (Inherited from Object.)
Public methodGetType (Inherited from Object.)
Protected methodMemberwiseClone (Inherited from Object.)
Public methodToString (Inherited from Object.)
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Remarks
[1] Kaufman, L., & Rousseeuw, P. J. (1990). Agglomerative nesting (program AGNES). Finding Groups in Data: An Introduction to Cluster Analysis, 199-252.
See Also