CRAN/E | OTclust

OTclust

Mean Partition, Uncertainty Assessment, Cluster Validation and Visualization Selection for Cluster Analysis

Installation

About

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) doi:10.1002/sam.11418. Lixiang Zhang, Lin Lin, and Jia Li (2020) doi:10.1093/bioinformatics/btaa165.

Key Metrics

Version 1.0.6
R ≥ 3.5.0
Published 2023-10-06 211 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks OTclust results

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Maintainer

Maintainer

Lixiang Zhang

phoelief@gmail.com

Authors

Lixiang Zhang

aut / cre

Beomseok Seo

aut

Lin Lin

aut

Jia Li

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

Quick tour of OTclust

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

OTclust archive

Depends

R ≥ 3.5.0

Imports

Rcpp
ggplot2
RColorBrewer
magrittr
class

Suggests

knitr
rmarkdown
tsne
umap
HDclust
dbscan
flexclust
mclust

LinkingTo

Rcpp