CRAN/E | geocmeans

geocmeans

Implementing Methods for Spatial Fuzzy Unsupervised Classification

Installation

About

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).

Citation geocmeans citation info
github.com/JeremyGelb/geocmeans
System requirements C++17
Bug report File report

Key Metrics

Version 0.3.4
R ≥ 3.5
Published 2023-09-12 371 days ago
Needs compilation? yes
License GPL-2
CRAN checks geocmeans results
Language en-CA

Downloads

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Last 30 days 335 +1%
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Last 365 days 4.118 -2%

Maintainer

Maintainer

Jeremy Gelb

Authors

Jeremy Gelb

aut / cre

Philippe Apparicio

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

Introduction

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

geocmeans archive

Depends

R ≥ 3.5

Imports

ggplot2 ≥ 3.2.1
tmap ≥ 3.3-1
spdep ≥ 1.1.2
reldist ≥ 1.6.6
dplyr ≥ 0.8.3
fclust ≥ 2.1.1
fmsb ≥0.7.0
future.apply ≥ 1.4.0
progressr ≥ 0.4.0
reshape2 ≥ 1.4.4
stats ≥ 3.5
grDevices ≥ 3.5
shiny ≥1.6.0
sf ≥ 1.0-6
leaflet ≥ 2.1.1
plotly ≥ 4.9.3
Rdpack ≥ 2.1.1
matrixStats ≥ 0.58.0
methods ≥ 3.5
terra ≥ 1.6-47
Rcpp ≥ 1.0.6

Suggests

knitr ≥ 1.28
rmarkdown ≥ 2.1
markdown ≥ 1.1
future ≥ 1.16.0
ppclust ≥ 1.1.0
ClustGeo ≥ 2.0
car ≥ 3.0-7
rgl ≥ 0.100
ggpubr ≥ 0.2.5
RColorBrewer ≥1.1-2
kableExtra ≥ 1.1.0
viridis ≥ 0.5.1
testthat ≥3.0.0
bslib ≥ 0.2.5
shinyWidgets ≥ 0.6
shinyhelper ≥ 0.3.2
waiter ≥ 0.2.2
classInt ≥ 0.4-3
covr

LinkingTo

Rcpp
RcppArmadillo