Other packages > Find by keyword >

ConsRankClass  

Classification and Clustering of Preference Rankings
View on CRAN: Click here


Download and install ConsRankClass package within the R console
Install from CRAN:
install.packages("ConsRankClass")

Install from Github:
library("remotes")
install_github("cran/ConsRankClass")

Install by package version:
library("remotes")
install_version("ConsRankClass", "1.0.2")



Attach the package and use:
library("ConsRankClass")
Maintained by
Antonio D'Ambrosio
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-05-18
Latest Update: 2025-04-17
Description:
Tree-based classification and soft-clustering method for preference rankings, with tools for external validation of fuzzy clustering. It contains the recursive partitioning algorithm for preference rankings, non-parametric tree-based method for a matrix of preference rankings as a response variable. It contains also the distribution-free soft clustering method for preference rankings, namely the K-median cluster component analysis (CCA). The package depends on the 'ConsRank' R package. Options for validate the tree-based method are both test-set procedure and V-fold cross validation. The package contains the routines to compute the adjusted concordance index (a fuzzy version of the adjusted rand index) and the normalized degree of concordance (the corresponding fuzzy version of the rand index). Essential references: D'Ambrosio, A., Amodio, S., Iorio, C., Pandolfo, G., and Siciliano, R. (2021) D'Ambrosio, A., and Heiser, W.J. (2019) ; D'Ambrosio, A., and Heiser W.J. (2016) ; Hullermeier, E., Rifqi, M., Henzgen, S., and Senge, R. (2012) .
How to cite:
Antonio D'Ambrosio (2021). ConsRankClass: Classification and Clustering of Preference Rankings. R package version 1.0.2, https://cran.r-project.org/web/packages/ConsRankClass. Accessed 01 Sep. 2026.
Previous versions and publish date:
1.0.0 (2021-05-18 09:40), 1.0.1 (2021-09-28 12:10), (2026-07-09 08:00)
Other packages that cited ConsRankClass R package
View ConsRankClass citation profile
Other R packages that ConsRankClass depends, imports, suggests or enhances
Complete documentation for ConsRankClass
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

markets  
Estimation Methods for Markets in Equilibrium and Disequilibrium
Provides estimation methods for markets in equilibrium and disequilibrium. Supports the estimation ...
Download / Learn more Package Citations See dependency  
fANCOVA  
Nonparametric Analysis of Covariance
A collection of R functions to perform nonparametric analysis of covariance for regression curves o ...
Download / Learn more Package Citations See dependency  
reproj  
Coordinate System Transformations for Generic Map Data
Transform coordinates from a specified source to a specified target map projection. This uses the ' ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
flood  
Statistical Methods for the (Regional) Analysis of Flood Frequency
Includes several statistical methods for the estimation of parameters and high quantiles of river fl ...
Download / Learn more Package Citations See dependency  

28,400

R Packages

239,283

Dependencies

75,283

Author Associations

28,401

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA