Modalclust: 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.

Package details

AuthorSurajit Ray and Yansong Cheng
MaintainerSurajit Ray <>
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the Modalclust package in your browser

Any scripts or data that you put into this service are public.

Modalclust documentation built on May 1, 2019, 7:31 p.m.