Tools for Assessing Clustering

A set of tools for evaluating clustering similarity across methods and method stability using element-centric clustering comparison (Gates et al. (2019) ). Additionally, this package enables data-wide assessment of clustering robustness using proportion of ambiguously clustered pairs (Senbabaoglu et al. (2014) ), which can be used to infer the optimal number of clusters in the data.


Reference manual

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0.1.1 by Arash Shahsavari, 17 days ago

Browse source code at

Authors: Arash Shahsavari [aut, cre] , Irina Mohorianu [aut]

Documentation:   PDF Manual  

MIT + file LICENSE license

Imports ggplot2, dplyr, fastcluster, rlang, Matrix, igraph, magrittr, Rcpp, methods, stats

Suggests knitr, rmarkdown, e1071, dbscan, dendextend, Seurat

Linking to Rcpp

See at CRAN