
CRAN . RSTUDIO . COM {
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Title:
CRAN: Package genieclust
Description:
A retake on the Genie algorithm (Gagolewski, 2021 <<a href="https://doi.org/10.1016%2Fj.softx.2021.100722" target="_top">doi:10.1016/j.softx.2021.100722</a>>) - a robust hierarchical clustering method (Gagolewski, Bartoszuk, Cena, 2016 <<a href="https://doi.org/10.1016%2Fj.ins.2016.05.003" target="_top">doi:10.1016/j.ins.2016.05.003</a>>). Now faster and more memory efficient; determining the whole hierarchy for datasets of 10M points in low dimensional Euclidean spaces or 100K points in high-dimensional ones takes only 1-2 minutes. Allows clustering with respect to mutual reachability distances so that it can act as a noise point detector or a robustified version of
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Keywords {🔍}
genieclust, clustering, gagolewski, genieclusttgz, reverse, points, datasets, version, indices, cluster, marek, ctb, genieclustzip, rrelease, roldrel, robust, hierarchical, noise, genie, bartoszuk, cena, mutual, package, index, validity, partition, adjusted, imports, rcpp, suggests, citation, binaries, arm, detection, retake, algorithm, doijsoftx, method, doijins, faster, memory, efficient, determining, hierarchy, low, dimensional, euclidean, spaces, highdimensional, takes,
Topics {✒️}
/gagolews/genieclust/issues license robust hierarchical clustering mutual reachability distances noise point detector fragile 'eps' parameter generalised dunn indices supports sparse data larsen [ctb] maintainer gz windows binaries /gagolews/genieclust needscompilation normalised clustering accuracy partition similarity scores adjusted mutual information pair sets index rgmm reverse suggests genieclust results documentation noise points detection cluster cran checks maciej bartoszuk [ctb] anna cena [ctb] omada reverse imports zip macos binaries canonical form https org/package=genieclust high-dimensional inequality indices openmp citation reverse depends //clustering-benchmarks bonferroni index adjusted rand partition linking genieclust author 10m points 100k points memory efficient predefined number fowlkes-mallows calinski-harabasz davies-bouldin ball-hall utils linkingto rcpp suggests mlpack published agpl-3 url reference manual pdf downloads r-devel r-release r-oldrel
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