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[ Източник: r-cran-dbscan  ]

Пакет: r-cran-dbscan (1.1-10+ds-1)

Връзки за r-cran-dbscan

r-cran-dbscan

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Отговорник:

Original Maintainers:

  • Debian R Packages Maintainers
  • Steffen Moeller

Външни препратки:

Подобни пакети:

Density Based Clustering of Applications with Noise (DBSCAN)

Density Based Clustering of Applications with Noise (DBSCAN) and Related Algorithms provides a fast reimplementation of several density- based algorithms of the DBSCAN family for spatial data. Includes the clustering algorithms DBSCAN (density-based spatial clustering of applications with noise) and HDBSCAN (hierarchical DBSCAN), the ordering algorithm OPTICS (ordering points to identify the clustering structure), and the outlier detection algorithm LOF (local outlier factor). The implementations use the kd-tree data structure (from library ANN) for faster k-nearest neighbor search. An R interface to fast kNN and fixed-radius NN search is also provided. Hahsler, Piekenbrock and Doran (2019) <doi:10.18637/jss.v091.i01>.

Други пакети, свързани с r-cran-dbscan

  • зависимости
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  • dep: libc6 (>= 2.17)
    GNU C Library: Shared libraries
    също и виртуален пакет, предлаган от libc6-udeb
  • dep: libgcc-s1 (>= 3.0)
    GCC support library
  • dep: libstdc++6 (>= 11)
    GNU Standard C++ Library v3
  • dep: r-api-4.0
    виртуален пакет, предлаган от r-base-core
  • dep: r-base-core (>= 4.1.2-1ubuntu1)
    GNU R core of statistical computation and graphics system
  • dep: r-cran-rcpp (>= 1.0.0)
    GNU R package for Seamless R and C++ Integration
  • sug: r-cran-dendextend
    Extending 'dendrogram' Functionality in GNU R
  • sug: r-cran-fpc
    GNU R flexible procedures for clustering
  • sug: r-cran-igraph
    GNU R network analysis and visualization
  • sug: r-cran-knitr
    GNU R package for dynamic report generation using Literate Programming
  • sug: r-cran-rmarkdown
    convert R markdown documents into a variety of formats

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