Modalclust (0.7)

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Hierarchical Modal Clustering.

Performs Modal Clustering (MAC) including Hierarchical Modal Clustering (HMAC) along with their parallel implementation (PHMAC) over several processors. These model-based non-parametric clustering techniques can extract clusters in very high dimensions with arbitrary density shapes. By default clustering is performed over several resolutions and the results are summarised as a hierarchical tree. Associated plot functions are also provided. There is a package vignette that provides many examples. This version adheres to CRAN policy of not spanning more than two child processes by default.

Maintainer: Surajit Ray
Author(s): Surajit Ray and Yansong Cheng

License: GPL-2

Uses: class, mvtnorm, zoo, MASS

Released about 1 year ago.

6 previous versions



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