Package: r-cran-fpc
Version: 2.2-14-2
Architecture: all
Maintainer: Ubuntu Developers <ubuntu-devel-discuss@lists.ubuntu.com>
Original-Maintainer: Debian R Packages Maintainers <r-pkg-team@alioth-lists.debian.net>
Installed-Size: 938
Depends: r-api-4.0, r-cran-mass, r-cran-cluster, r-cran-mclust, r-cran-flexmix, r-cran-prabclus, r-cran-class, r-cran-diptest, r-cran-robustbase, r-cran-kernlab, r-pkg-team-core-architecture
Recommends: r-cran-mvtnorm
Section: gnu-r
Priority: optional
Homepage: https://cran.r-project.org/package=fpc
Description: Flexible Procedures for Clustering
 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's prediction
 strength, Fang and Wang's bootstrap stability. Gaussian/multinomial mixture
 fitting for mixed continuous/categorical variables. Variable-wise statistics
 for cluster interpretation. DBSCAN clustering. Interface functions for many
 clustering methods implemented in R, including estimating the number of
 clusters with kmeans, pam and clara. Modality diagnosis for Gaussian mixtures.
 For an overview see package?fpc.
