AgglomerativeClustering Class |
Implementation Agglomerative Hierarchical Clustering
http://en.wikipedia.org/wiki/Hierarchical_clustering
Inheritance HierarchyNamespace: FinMath.ClusterAnalysis
Assembly: FinMath (in FinMath.dll) Version: 2.4.7-0a995bd0ea1854c2c868ec3f8dae606c5777e170
SyntaxC#
public class AgglomerativeClustering : BaseClustering
The AgglomerativeClustering type exposes the following members.
Constructors| Name | Description | |
|---|---|---|
 | AgglomerativeClustering(Int32) |
Create new instance of AgglomerativeClustering.
|
| AgglomerativeClustering(LinkageCriteria, Int32) |
Create new instance of AgglomerativeClustering.
Will use LinkageCriteria.Minimum as default strategy.
|
Properties| Name | Description | |
|---|---|---|
 | ClustersCount |
Returns number of clusters in partition.
(Inherited from BaseClustering.) |
| MetricType | (Inherited from BaseClustering.) |
| Status |
Method status.
(Inherited from BaseClustering.) |
Methods| Name | Description | |
|---|---|---|
| AgglomerativeTree |
Returns array which contains hierarchy clusters tree.
AgglomerativeTree[i] contain parent cluster of i-th cluster.
i-th element from 0 to metric.Rows elements correspond
to clusters contain single i-th object from input dataset.
|
| CentralElements |
Get indices of central elements, one per cluster.
(Inherited from BaseClustering.) |
| Centroids |
Returns Centroid matrix, each row represent centroid of corresponding cluster.
Columns corresponds to factors.
(Inherited from BaseClustering.) |
| ClearCache |
Evaluate all lazy-evaluated properties and clear cached data.
(Inherited from BaseClustering.) |
| Clusterize |
Find nearest cluster by centroid distance
(Inherited from BaseClustering.) |
| ClustersAssignment |
Return array which contains assignment objects for clusters.
ClustersAssignment[i] contain assignment of i-th object.
(Inherited from BaseClustering.) |
| ComputeClustering(Matrix) |
Method which perform clustering analysis.
(Overrides BaseClusteringComputeClustering(Matrix).) |
| ComputeClustering(Matrix, MetricType) |
Method which perform clustering analysis.
(Inherited from BaseClustering.) |
| Equals | Determines whether the specified object is equal to the current object. (Inherited from Object.) |
| GetCluster |
Get cluster as array of indices of assigned elements.
(Inherited from BaseClustering.) |
| GetHashCode | Serves as the default hash function. (Inherited from Object.) |
| GetType | Gets the Type of the current instance. (Inherited from Object.) |
| ToString | Returns a string that represents the current object. (Inherited from Object.) |
See Also