Other packages > Find by keyword >

Modalclust  

Hierarchical Modal Clustering
View on CRAN: Click here


Download and install Modalclust package within the R console
Install from CRAN:
install.packages("Modalclust")

Install from Github:
library("remotes")
install_github("cran/Modalclust")

Install by package version:
library("remotes")
install_version("Modalclust", "0.7")



Attach the package and use:
library("Modalclust")
Maintained by
Surajit Ray
[Scholar Profile | Author Map]
First Published: 2010-11-13
Latest Update: 2018-11-14
Description:
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.
How to cite:
Surajit Ray (2010). Modalclust: Hierarchical Modal Clustering. R package version 0.7, https://cran.r-project.org/web/packages/Modalclust. Accessed 10 Apr. 2025.
Previous versions and publish date:
0.1 (2010-11-13 16:18), 0.2 (2012-01-15 12:33), 0.3 (2012-05-02 08:19), 0.4 (2013-06-25 16:13), 0.5 (2014-01-18 01:01), 0.6 (2014-05-23 18:31)
Other packages that cited Modalclust R package
View Modalclust citation profile
Other R packages that Modalclust depends, imports, suggests or enhances
Complete documentation for Modalclust
Functions, R codes and Examples using the Modalclust R package
Some associated functions: HMAC . choose.cluster . contourHMAC . cta20 . disc2d . findmid . hard.HMAC . khat.inv . mydmvnorm . oned . pHMAC . plot.hmac . soft.HMAC . summary.hmac . 
Some associated R codes: choose.cluster.R . contourHMAC.R . plot.HMAC.R . soft.HMAC.R .  Full Modalclust package functions and examples
Downloads during the last 30 days
03/1103/1203/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/09Downloads for Modalclust246810121416TrendBars

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
RODBC  
ODBC Database Access
xtermStyle  
Terminal Text Formatting Using Escape Sequences
Can be used for coloring output in terminals. It was developed for the standard Ubuntu terminal but ...
Download / Learn more Package Citations See dependency  
GRNNs  
General Regression Neural Networks Package
This General Regression Neural Networks Package uses various distance functions. It was motivated b ...
Download / Learn more Package Citations See dependency  
webglobe  
3D Interactive Globes
Displays geospatial data on an interactive 3D globe in the web browser. ...
Download / Learn more Package Citations See dependency  
ecochange  
Integrating Ecosystem Remote Sensing Products to Derive EBV Indicators
Essential Biodiversity Variables (EBV) are state variables with dimensions on time, space, and biolo ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA