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Paket: r-cran-dbscan (1.1-10+ds-1)

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>.

Andra paket besläktade med r-cran-dbscan

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  • dep: libc6 (>= 2.14) [amd64]
    GNU C Library: Shared libraries
    också ett virtuellt paket som tillhandahålls av libc6-udeb
    dep: libc6 (>= 2.17) [arm64, ppc64el]
    dep: libc6 (>= 2.4) [armhf]
  • dep: libgcc-s1 (>= 3.0) [ej armhf]
    GCC support library
    dep: libgcc-s1 (>= 3.5) [armhf]
  • dep: libstdc++6 (>= 11)
    GNU Standard C++ Library v3
  • dep: r-api-4.0
    virtuellt paket som tillhandahålls av 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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Hämtningar för alla tillgängliga arkitekturer
Arkitektur Paketstorlek Installerad storlek Filer
amd64 947,2 kbyte1478 kbyte [filförteckning]
arm64 923,6 kbyte1402 kbyte [filförteckning]
armhf 923,3 kbyte1257 kbyte [filförteckning]
ppc64el 961,2 kbyte1606 kbyte [filförteckning]