dimRed

dimRed-package


This package simplifies dimensionality reduction in R by
  providing a framework of S4 classes and methods. dimRed collects
  dimensionality reduction methods that are implemented in R and implements
  others. It gives them a common interface and provides plotting
  functions for visualization and functions for quality assessment.<p></p><p>Funding provided by the Department for Biogeochemical Integration,
Empirical Inference of the Earth System Group, at the Max Plack
Institute for Biogeochemistry, Jena.
</p>

A collection of dimensionality reduction
techniques from R packages and provides a common
interface for calling the methods.

Guido Kraemer

A Framework for Dimensionality Reduction

dimRed-package function


This package simplifies dimensionality reduction in R by
  providing a framework of S4 classes and methods. dimRed collects
  dimensionality reduction methods that are implemented in R and implements
  others. It gives them a common interface and provides plotting
  functions for visualization and functions for quality assessment.

Funding provided by the Department for Biogeochemical Integration,
Empirical Inference of the Earth System Group, at the Max Plack
Institute for Biogeochemistry, Jena.


dimRed-package: The dimRed package

Description

Arguments

References