The Co-Ranking Matrix
An implementation of the Co-Ranking matrix and derived methods to assess the quality of dimensionality reductions
Install the development version:
## install.packages("devtools")
devtools::install_github("gdkrmr/coRanking")Install from CRAN:
install.packages("coRanking")Use it:
library(coRanking)The corresponding publication can be found here, please cite if you use it:
@article{RJ-2018-039,
author = {Guido Kraemer and Markus Reichstein and Miguel D. Mahecha},
title = {{dimRed and coRanking---Unifying Dimensionality Reduction in R}},
year = {2018},
journal = {{The R Journal}},
url = {https://journal.r-project.org/archive/2018/RJ-2018-039/index.html},
pages = {342--358},
volume = {10},
number = {1}
}