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CRAN: Package OTclust

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

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>.

Version: 1.0.6 Depends: R (≥ 3.5.0) Imports: Rcpp, ggplot2, RColorBrewer, magrittr, class LinkingTo: Rcpp Suggests: knitr, rmarkdown, tsne, umap, HDclust, dbscan, flexclust, mclust Published: 2023-10-06 DOI: 10.32614/CRAN.package.OTclust Author: Lixiang Zhang [aut, cre], Beomseok Seo [aut], Lin Lin [aut], Jia Li [aut] Maintainer: Lixiang Zhang <phoelief at gmail.com> License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] NeedsCompilation: yes Materials: README NEWS CRAN checks: OTclust results Documentation: Downloads: Linking:

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