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diceR

Diverse Cluster Ensemble in R

v3.1.0 · Jun 19, 2025 · MIT + file LICENSE

Description

Performs cluster analysis using an ensemble clustering framework, Chiu & Talhouk (2018) <doi:10.1186/s12859-017-1996-y>. Results from a diverse set of algorithms are pooled together using methods such as majority voting, K-Modes, LinkCluE, and CSPA. There are options to compare cluster assignments across algorithms using internal and external indices, visualizations such as heatmaps, and significance testing for the existence of clusters.

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CRAN Check Status

14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies abind assertthat class clue clusterCrit clValid dplyr ggplot2 infotheo klaR magrittr mclust pheatmap purrr RankAggreg +4 more dependencies clusterMI diceR

Version History

new 3.1.0 Mar 10, 2026
updated 3.1.0 ← 3.0.0 diff Jun 18, 2025
updated 3.0.0 ← 2.2.0 diff Feb 4, 2025
updated 2.2.0 ← 2.1.0 diff Jan 21, 2024
updated 2.1.0 ← 2.0.0 diff Sep 28, 2023
updated 2.0.0 ← 1.2.2 diff Mar 10, 2023
updated 1.2.2 ← 1.2.1 diff Sep 28, 2022
updated 1.2.1 ← 1.2.0 diff Aug 16, 2022
updated 1.2.0 ← 1.1.0 diff May 12, 2022
updated 1.1.0 ← 1.0.4 diff Jul 22, 2021
updated 1.0.4 ← 1.0.3 diff Jun 3, 2021
updated 1.0.3 ← 1.0.2 diff Apr 16, 2021
updated 1.0.2 ← 1.0.1 diff Mar 18, 2021
updated 1.0.1 ← 1.0.0 diff Jan 30, 2021
updated 1.0.0 ← 0.6.0 diff Jul 7, 2020
updated 0.6.0 ← 0.5.2 diff Jul 24, 2019
updated 0.5.2 ← 0.5.1 diff Mar 7, 2019
updated 0.5.1 ← 0.5.0 diff Jun 10, 2018
updated 0.5.0 ← 0.4.0 diff May 4, 2018
updated 0.4.0 ← 0.3.2 diff Feb 22, 2018