Package: archetypes 2.2-0.1

archetypes: Archetypal Analysis

The main function archetypes implements a framework for archetypal analysis supporting arbitrary problem solving mechanisms for the different conceptual parts of the algorithm.

Authors:Manuel J. A. Eugster [aut, cre], Friedrich Leisch [aut], Sohan Seth [ctb]

archetypes_2.2-0.1.tar.gz
archetypes_2.2-0.1.zip(r-4.5)archetypes_2.2-0.1.zip(r-4.4)archetypes_2.2-0.1.zip(r-4.3)
archetypes_2.2-0.1.tgz(r-4.4-any)archetypes_2.2-0.1.tgz(r-4.3-any)
archetypes_2.2-0.1.tar.gz(r-4.5-noble)archetypes_2.2-0.1.tar.gz(r-4.4-noble)
archetypes_2.2-0.1.tgz(r-4.4-emscripten)archetypes_2.2-0.1.tgz(r-4.3-emscripten)
archetypes.pdf |archetypes.html✨
archetypes/json (API)
NEWS

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

Peer review:

Datasets:
  • body - Exploring relationships in body dimensions
  • skel - Exploring relationships in body dimensions, skeletal measurements
  • toy - Toy data set

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

4.49 score 3 stars 3 packages 57 scripts 422 downloads 2 mentions 23 exports 2 dependencies

Last updated 6 years agofrom:c4b904b4b8. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 03 2024
R-4.5-winNOTENov 03 2024
R-4.5-linuxNOTENov 03 2024
R-4.4-winOKNov 03 2024
R-4.4-macOKNov 03 2024
R-4.3-winOKNov 03 2024
R-4.3-macOKNov 03 2024

Exports:archetypesarchetypesFamilyarchmapas.archetypesatypes_projectionbestModeljdmoviepcplotmovieplotmovieplot2nparameterspanoramaparameterspcplotrobustArchetypesrsssimplex_projectionsimplexplotskeletonplotstepArchetypestspsimplex_projectionweightedArchetypesxyplot

Dependencies:modeltoolsnnls

From Spider-Man to Hero -- Archetypal Analysis in R

Rendered fromarchetypes.Rnwusingutils::Sweaveon Nov 03 2024.

Last update: 2019-04-22
Started: 2013-12-15

Readme and manuals

Help Manual

Help pageTopics
Extract method[.stepArchetypes
Perform archetypal analysis on a data matrix.archetypes
Archetypes family constructorarchetypesFamily
Archetypal mapsarchmap
Archetypes object constructoras.archetypes
Barplot of archetypes.barplot.archetypes
Return best modelbestModel.repArchetypes bestModel.stepArchetypes
Exploring relationships in body dimensionsbody
Return coefficientscoef.archetypes
Return fitted datafitted.archetypes
Return kappakappa.archetypes
Add lines to an existing parallel coordinates plot.lines.pcplot
Archetypes movies.moviepcplot movieplot movieplot2
Return number of archetypesnparameters.archetypes nparameters.repArchetypes nparameters.stepArchetypes
Panorma plot for archetypes.panorama.archetypes
Return fitted archetypesparameters,archetypes-method parameters,repArchetypes-method parameters,stepArchetypes-method parameters-methods
Parallel coordinates of data and archetypes.pcplot.archetypes
Default parallel coordinates plot.pcplot.default
Predict method for archetypal analysis fitspredict.archetypes
Return residualsresiduals.archetypes
Robust archetypesrobustArchetypes
Defined genericsbestModel nparameters panorama pcplot rss
Return residual sum of squaresrss.archetypes rss.repArchetypes rss.stepArchetypes
Screeplot of stepArchetypes.screeplot.stepArchetypes
Archetypal map projectionsarchmap_projections atypes_projection simplex_projection tspsimplex_projection
Simplex visualizationsimplexplot
Exploring relationships in body dimensions, skeletal measurementsskel
Skeleton plot.jd skeletonplot
Run archetypes algorithm repeatedlystepArchetypes
Summary method for stepArchetypes objectsummary.stepArchetypes
Toy data settoy
Weighted archetypesweightedArchetypes
Return weightsweights.archetypes
Two-dimensional plot.xyplot
Plot of two-dimensional data and archetypes.xyplot.archetypes
Plot of two-dimensional data and robust archetypes.xyplot.robustArchetypes
Plot of two-dimensional data and stepArchetypes.xyplot.stepArchetypes
Plot of two-dimensional data and weighted archetypes.xyplot.weightedArchetypes