Click or drag to resize

CalinskiHarabaszIndexTInstance Class

Implements the internal evaluation method in [1] that measures compactness and separation of clusters simultaneously. The numerator reflects the degree of separation in the way of how much the cluster centers are spread, and the denominator corresponds to compactness, to reflect how close the within-cluster objects are gathered around the cluster center.
Inheritance Hierarchy
SystemObject
  Aglomera.Evaluation.InternalCalinskiHarabaszIndexTInstance

Namespace:  Aglomera.Evaluation.Internal
Assembly:  Aglomera (in Aglomera.dll) Version: 1.1.0
Syntax
C#
public class CalinskiHarabaszIndex<TInstance> : IInternalEvaluationCriterion<TInstance>
where TInstance : Object, IComparable<TInstance>
Request Example View Source

Type Parameters

TInstance
The type of instance considered.

The CalinskiHarabaszIndexTInstance type exposes the following members.

Constructors
Properties
  NameDescription
Public propertyDissimilarityMetric
Gets the metric used by this criterion to measure the dissimilarity / distance between cluster elements.
Top
Methods
  NameDescription
Public methodEquals (Inherited from Object.)
Public methodEvaluate
Protected methodFinalize (Inherited from Object.)
Public methodGetHashCode (Inherited from Object.)
Public methodGetType (Inherited from Object.)
Protected methodMemberwiseClone (Inherited from Object.)
Public methodToString (Inherited from Object.)
Top
Remarks
See Also