Interface | Description |
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AgglomerationMethod |
An AgglomerationMethod represents the Lance-Williams dissimilarity update formula
used for hierarchical agglomerative clustering.
|
Class | Description |
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AverageLinkage |
The "average", "group average", "unweighted average", or
"Unweighted Pair Group Method using Arithmetic averages (UPGMA)",
is a graph-based approach.
|
CentroidLinkage |
The "centroid" or "Unweighted Pair-Group Method using Centroids (UPGMC)"
method is a geometric approach that links the centroids of clusters.
|
CompleteLinkage |
The "complete", "maximum", "clique",
"furthest neighbor", or "furthest distance" method is a graph-based approach.
|
MedianLinkage |
The "median", "weighted centroid", "weighted center of mass distance", "Gower",
or "Weighted Pair-Group Method using Centroids (WPGMC)" method is a geometric approach.
|
SingleLinkage |
The "single linkage", "minimum", "shortest distance", or "nearest neighbor" method is a graph-based approach.
|
WardLinkage |
The "Ward", "inner squared distance", "sum of squares", "error sum of squares",
or "minimum variance" method.
|
WeightedAverageLinkage |
The "weighted average", "McQuitty", or
"Weighted Pair-Group Method using Arithmetic averages, or WPGMA)" method.
|