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geocmeans

Implementing Methods for Spatial Fuzzy Unsupervised Classification

v0.3.4 · Sep 11, 2023 · GPL-2

Description

Provides functions to apply spatial fuzzy unsupervised classification, visualize and interpret results. This method is well suited when the user wants to analyze data with a fuzzy clustering algorithm and to account for the spatial dimension of the dataset. In addition, indexes for estimating the spatial consistency and classification quality are proposed. The methods were originally proposed in the field of brain imagery (seed Cai and al. 2007 <doi:10.1016/j.patcog.2006.07.011> and Zaho and al. 2013 <doi:10.1016/j.dsp.2012.09.016>) and recently applied in geography (see Gelb and Apparicio <doi:10.4000/cybergeo.36414>).

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r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
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r-release-windows-x86_64 OK
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NOTE r-oldrel-macos-arm64

installed package size

  installed size is  9.5Mb
  sub-directories of 1Mb or more:
    extdata   3.0Mb
    libs      4.0Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  9.5Mb
  sub-directories of 1Mb or more:
    extdata   3.0Mb
    libs      4.1Mb
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  6.7Mb
  sub-directories of 1Mb or more:
    extdata   3.0Mb
    libs      1.4Mb
OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is  9.5Mb
  sub-directories of 1Mb or more:
    extdata   3.0Mb
    libs      4.0Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  9.5Mb
  sub-directories of 1Mb or more:
    extdata   3.0Mb
    libs      4.1Mb
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  6.7Mb
  sub-directories of 1Mb or more:
    extdata   3.0Mb
    libs      1.4Mb

Dependency Network

Dependencies Reverse dependencies ggplot2 tmap spdep reldist dplyr fclust fmsb (>= 0.7.0) future.apply progressr reshape2 shiny (>= 1.6.0) sf leaflet plotly Rdpack +3 more dependencies geocmeans

Version History

new 0.3.4 Mar 9, 2026