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Пакет: r-cran-fpc (2.2-5-1)

Ссылки для r-cran-fpc

r-cran-fpc

Ресурсы Trisquel:

Исходный код r-cran-fpc:

Сопровождающий:

Original Maintainers:

  • Debian R Packages Maintainers
  • Andreas Tille

Внешние ресурсы:

Подобные пакеты:

GNU R 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. 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.

Другие пакеты, относящиеся к r-cran-fpc

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  • dep: r-cran-class
    GNU R package for classification
  • dep: r-cran-cluster
    GNU R package for cluster analysis by Rousseeuw et al
  • dep: r-cran-diptest
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  • dep: r-cran-flexmix
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  • dep: r-cran-kernlab
    GNU R package for kernel-based machine learning lab
  • dep: r-cran-mass
    GNU R package of Venables and Ripley's MASS
  • dep: r-cran-mclust
    Gaussian Mixture Modelling for Model-Based Clustering
  • dep: r-cran-prabclus
    GNU R clustering of presence-absence, abundance and multilocus genetic data
  • dep: r-cran-robustbase
    GNU R package providing basic robust statistics
  • rec: r-cran-mvtnorm
    GNU R package to compute multivariate Normal and T distributions

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