Microsoft.VisualBasic.DataMining.HierarchicalClustering 1.0.9753.4776.

Namespaces 3 Types 20 Members 162

01 Namespaces

Microsoft.VisualBasic.DataMining.HierarchicalClustering

Type	Summary	Members
AverageLinkageStrategy	Implements the average-linkage (unweighted pair-group method using arithmetic averages, UPGMA) clustering strategy.	2
Cluster	Represents a node (cluster) in the hierarchical clustering tree (dendrogram).	21
CompleteLinkageStrategy	Implements the complete-linkage (farthest neighbor) clustering strategy.	2
DefaultClusteringAlgorithm	Default implementation of the ClusteringAlgorithm interface that provides hierarchical agglomerative clustering functionality.	10
DoCluster		5
HierarchicalClusteringTableExtensions	层次聚类算法（Hierarchical Clustering）的统一二维表入口。数据流：特征表 →（distanceMatrix）→ 距离矩阵表 →（hca / hcut）→ 聚类树 / 带 cluster 标签的表	9
LinkageStrategy	Defines a strategy for calculating the distance between clusters in hierarchical clustering.	2
PDistClusteringAlgorithm		4
PrintHelper		2
SingleLinkageStrategy	Implements the single-linkage (nearest neighbor) clustering strategy.	2
WeightedLinkageStrategy	Implements the weighted-linkage clustering strategy.	2

Microsoft.VisualBasic.DataMining.HierarchicalClustering.BIRCH

Type	Summary	Members
CFEntry	@author Roberto Perdisci (roberto.perdisci@gmail.com)	4
CFEntryPair	@author Roberto Perdisci (roberto.perdisci@gmail.com)	4
CFNode	@author Roberto Perdisci (roberto.perdisci@gmail.com) @version 0.1	19
CFTree	This is an implementation of the BIRCH clustering algorithm described in: T.	43

Microsoft.VisualBasic.DataMining.HierarchicalClustering.Hierarchy

Type	Summary	Members
Distance	distance value union the corresponding weight value(default weight is 1.0).	6
DistanceMap	Container for linkages with the minimal methods needed in the package Created by Alexandre Masselot on 7/18/14.	9
HierarchyBuilder		7
HierarchyTreeNode		8
LinkHashCode		1