Other packages > Find by keyword >

OTclust  

Mean Partition, Uncertainty Assessment, Cluster Validation and Visualization Selection for Cluster Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("OTclust", "1.0.6")



Attach the package and use:
library("OTclust")
Maintained by
Lixiang Zhang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-05-06
Latest Update: 2023-10-06
Description:
Providing mean partition for ensemble clustering by optimal transport alignment(OTA), uncertainty measures for both partition-wise and cluster-wise assessment and multiple visualization functions to show uncertainty, for instance, membership heat map and plot of covering point set. A partition refers to an overall clustering result. Jia Li, Beomseok Seo, and Lin Lin (2019) . Lixiang Zhang, Lin Lin, and Jia Li (2020) .
How to cite:
Lixiang Zhang (2019). OTclust: Mean Partition, Uncertainty Assessment, Cluster Validation and Visualization Selection for Cluster Analysis. R package version 1.0.6, https://cran.r-project.org/web/packages/OTclust. Accessed 30 Jun. 2026.
Previous versions and publish date:
1.0.2 (2019-05-06 09:40), 1.0.3 (2020-10-19 21:40), 1.0.4 (2020-12-18 00:10), 1.0.5 (2023-09-25 12:40)
Other packages that cited OTclust R package
View OTclust citation profile
Other R packages that OTclust depends, imports, suggests or enhances
Complete documentation for OTclust
Functions, R codes and Examples using the OTclust R package
Full OTclust package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gma  
Granger Mediation Analysis
Performs Granger mediation analysis (GMA) for time series. This package includes a single level GMA ...
Download / Learn more Package Citations See dependency  
shinyDND  
Shiny Drag-n-Drop
Add functionality to create drag and drop div elements in shiny. ...
Download / Learn more Package Citations See dependency  
bitops  
Bitwise Operations
Functions for bitwise operations on integer vectors. ...
Download / Learn more Package Citations See dependency  
MLGL  
Multi-Layer Group-Lasso
It implements a new procedure of variable selection in the context of redundancy between explanatory ...
Download / Learn more Package Citations See dependency  
scalreg  
Scaled Sparse Linear Regression
Algorithms for fitting scaled sparse linear regression and estimating precision matrices. ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

27,653

R Packages

236,180

Dependencies

73,487

Author Associations

27,536

Publication Badges

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