Bootstrapping Estimates of Clustering Stability

Implementation of the bootstrapping approach for the estimation of clustering stability and its application in estimating the number of clusters, as introduced by Yu et al. Implementation of the non-parametric bootstrap approach to assessing the stability of module detection in a graph, the extension for the selection of a parameter set that defines a graph from data in a way that optimizes stability and the corresponding visualization functions, as introduced by Tian et al.


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("bootcluster")

0.2.0 by Mingmei Tian, a month ago


Browse source code at https://github.com/cran/bootcluster


Authors: Han Yu , Mingmei Tian


Documentation:   PDF Manual  


GPL-2 license


Imports cluster, mclust, flexclust, sets, fpc, plyr, dplyr, doParallel, foreach, igraph, compiler, stats, parallel, grid, ggplot2, gridExtra, intergraph, GGally, network


See at CRAN