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.
Package details |
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Author | Surajit Ray and Yansong Cheng |
Maintainer | Surajit Ray <surajit.ray@glasgow.ac.uk> |
License | GPL-2 |
Version | 0.7 |
Package repository | View on CRAN |
Installation |
Install the latest version of this package by entering the following in R:
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