Skip to content
Sections
>> Trisquel >> Packages >> aramo >> gnu-r >> r-cran-genie
[  aramo  ]
[ Source: r-cran-genie  ]

Package: r-cran-genie (1.0.5-2)

GNU R fast, robust, and outlier resistant hierarchical clustering

Includes the reference implementation of Genie - a hierarchical clustering algorithm that links two point groups in such a way that an inequity measure (namely, the Gini index) of the cluster sizes does not significantly increase above a given threshold. This method most often outperforms many other data segmentation approaches in terms of clustering quality as tested on a wide range of benchmark datasets. At the same time, Genie retains the high speed of the single linkage approach, therefore it is also suitable for analysing larger data sets. For more details see (Gagolewski et al. 2016 <DOI:10.1016/j.ins.2016.05.003>). For an even faster and more feature-rich implementation, including, amongst others, noise point detection, see the 'genieclust' package.

Other Packages Related to r-cran-genie

  • depends
  • recommends
  • suggests
  • dep: libc6 (>= 2.29)
    GNU C Library: Shared libraries
    also a virtual package provided by libc6-udeb
  • dep: libgcc-s1 (>= 3.0) [not armhf]
    GCC support library
    dep: libgcc-s1 (>= 3.5) [armhf]
  • dep: libgomp1 (>= 6)
    GCC OpenMP (GOMP) support library
  • dep: libstdc++6 (>= 5.2)
    GNU Standard C++ Library v3
  • dep: r-api-4.0
    virtual package provided by r-base-core
  • dep: r-base-core (>= 4.0.3-1)
    GNU R core of statistical computation and graphics system
  • dep: r-cran-genieclust
    GNU R Genie++ Hierarchical Clustering Algorithm with Noise Points Detection
  • dep: r-cran-rcpp (>= 1.0.0)
    GNU R package for Seamless R and C++ Integration

Download r-cran-genie

Download for all available architectures
Architecture Package Size Installed Size Files
amd64 91.0 kB294 kB [list of files]
arm64 81.8 kB266 kB [list of files]
armhf 80.4 kB205 kB [list of files]
ppc64el 98.8 kB382 kB [list of files]