
CRAN . R-PROJECT . ORG {
}
Title:
CRAN: Package fpc
Description:
Various methods for clustering and cluster validation. Fixed point clustering. Linear regression clustering. Clustering by merging Gaussian mixture components. Symmetric and asymmetric discriminant projections for visualisation of the separation of groupings. Cluster validation statistics for distance based clustering including corrected Rand index. Standardisation of cluster validation statistics by random clusterings and comparison between many clustering methods and numbers of clusters based on this. Cluster-wise cluster stability assessment. Methods for estimation of the number of clusters: Calinski-Harabasz, Tibshirani and Walther
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25 years and 8 months (reg. 1999-10-27).
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Keywords {🔍}
clustering, cluster, methods, reverse, fpctgz, fpc, validation, statistics, clusters, gpl, fpczip, rrelease, roldrel, gaussian, mixture, based, including, stability, number, dbscan, depends, imports, suggests, christian, hennig, binaries, arm, flexible, procedures, fixed, point, linear, regression, merging, components, symmetric, asymmetric, discriminant, projections, visualisation, separation, groupings, distance, corrected, rand, index, standardisation, random, clusterings, comparison,
Topics {✒️}
mixed continuous/categorical variables gaussian/multinomial mixture fitting variable-wise statistics asymmetric discriminant projections gz windows binaries trimcluster reverse enhances fixed point clustering linear regression clustering cluster validation statistics hennig/en/ needscompilation usort reverse suggests christian hennig [aut fpc results documentation wskm reverse imports canonical form https zip macos binaries cluster cran checks clustering methods implemented org/package=fpc including estimating clusters based cluster validation bootstrap stability gaussian mixtures cluster interpretation cluster linking /sitoweb/christian parallel suggests reverse depends clustering methods fpc author dbscan clustering flexible procedures random clusterings calinski-harabasz prediction strength interface functions modality diagnosis mvtnorm published cre] maintainer reference manual pdf downloads r-devel r-release r-oldrel r-project package source gpl-3 [expanded gpl] url cluster
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