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coRanking

The Co-Ranking Matrix

An implementation of the Co-Ranking matrix and derived methods to assess the quality of dimensionality reductions

Installing

Install the development version:

## install.packages("devtools")
devtools::install_github("gdkrmr/coRanking")

Install from CRAN:

install.packages("coRanking")

Use it:

library(coRanking)

Citing

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}
}

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.