hopach (version 2.32.0)

Hierarchical Ordered Partitioning and Collapsing Hybrid (HOPACH)

Description

The HOPACH clustering algorithm builds a hierarchical tree of clusters by recursively partitioning a data set, while ordering and possibly collapsing clusters at each level. The algorithm uses the Mean/Median Split Silhouette (MSS) criteria to identify the level of the tree with maximally homogeneous clusters. It also runs the tree down to produce a final ordered list of the elements. The non-parametric bootstrap allows one to estimate the probability that each element belongs to each cluster (fuzzy clustering).

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Monthly Downloads

202

Version

2.32.0

License

GPL (>= 2)

Last Published

January 1st, 1970

Functions in hopach (2.32.0)