Package: MBCbook 0.1.2

Charles Bouveyron

MBCbook: Companion Package for the Book "Model-Based Clustering and Classification for Data Science" by Bouveyron et al. (2019, ISBN:9781108644181).

The companion package provides all original data sets and functions that are used in the book "Model-Based Clustering and Classification for Data Science" by Charles Bouveyron, Gilles Celeux, T. Brendan Murphy and Adrian E. Raftery (2019, ISBN:9781108644181).

Authors:Charles Bouveyron [cre, aut], Gilles Celeux [aut], T. Brendan Murphy [aut], Adrian Raftery [aut]

MBCbook_0.1.2.tar.gz
MBCbook_0.1.2.zip(r-4.5)MBCbook_0.1.2.zip(r-4.4)MBCbook_0.1.2.zip(r-4.3)
MBCbook_0.1.2.tgz(r-4.4-any)MBCbook_0.1.2.tgz(r-4.3-any)
MBCbook_0.1.2.tar.gz(r-4.5-noble)MBCbook_0.1.2.tar.gz(r-4.4-noble)
MBCbook_0.1.2.tgz(r-4.4-emscripten)MBCbook_0.1.2.tgz(r-4.3-emscripten)
MBCbook.pdf |MBCbook.html
MBCbook/json (API)

# Install 'MBCbook' in R:
install.packages('MBCbook', repos = c('https://cbouveyron.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/cbouveyron/mbcbook/issues

Datasets:
  • AIDSBlogs - The AIDSBlogs data set
  • Advice - The Advice data set from Lazega
  • Coworker - The Coworker data set from Lazega
  • Friend - The Friend data set from Lazega
  • NIR - The chemometrics near-infrared (NIR) data set
  • PoliticalBlogs - The political blog data set
  • UScongress - The US congress vote data set
  • amazonFineFoods - The Amazon Fine Foods data set
  • credit - The Credit data set
  • puffin - The puffin data set
  • usps358 - The handwritten digits usps358 data set
  • velib2D - The bivariate Vélib data set
  • velibCount - The discrete version (count data) of the Vélib data set
  • wine27 - The (27-dimensional) Italian Wine data set

On CRAN:

7 exports 0.74 score 8 dependencies 10 scripts 234 downloads

Last updated 5 months agofrom:eae6fd7f42. Checks:OK: 1 WARNING: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 15 2024
R-4.5-winWARNINGSep 15 2024
R-4.5-linuxWARNINGSep 15 2024
R-4.4-winWARNINGSep 15 2024
R-4.4-macWARNINGSep 15 2024
R-4.3-winWARNINGSep 15 2024
R-4.3-macWARNINGSep 15 2024

Exports:constrEMdenoisePatchesimageToPatchimshowreconstructImagerqdavarSelEM

Dependencies:latticeMASSMatrixmclustmvtnormRcppRcppEigenRmixmod