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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.
Package details |
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Author | Derek Chiu [aut, cre], Aline Talhouk [aut], Johnson Liu [ctb, com] |
Maintainer | Derek Chiu <dchiu@bccrc.ca> |
License | MIT + file LICENSE |
Version | 3.0.0 |
URL | https://github.com/AlineTalhouk/diceR/ https://alinetalhouk.github.io/diceR/ |
Package repository | View on CRAN |
Installation |
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