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[ 原始碼: r-cran-genie  ]

套件: 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.

其他與 r-cran-genie 有關的套件

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  • 推薦
  • 建議
  • dep: libc6 (>= 2.29)
    GNU C Library: Shared libraries
    同時作為一個虛擬套件由這些套件提供: libc6-udeb
  • dep: libgcc-s1 (>= 3.0) [除 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
    本虛擬套件由這些套件提供: 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

下載 r-cran-genie

下載可用於所有硬體架構的
硬體架構 套件大小 安裝後大小 檔案
amd64 91.0 kB294 kB [文件列表]
arm64 81.8 kB266 kB [文件列表]
armhf 80.4 kB205 kB [文件列表]
ppc64el 98.8 kB382 kB [文件列表]