RDRToolbox: A package for nonlinear dimension reduction with Isomap and LLE.

A package for nonlinear dimension reduction using the Isomap and LLE algorithm. It also includes a routine for computing the Davis-Bouldin-Index for cluster validation, a plotting tool and a data generator for microarray gene expression data and for the Swiss Roll dataset.

Package details

AuthorChristoph Bartenhagen
Bioconductor views Clustering DimensionReduction FeatureExtraction Microarray Visualization
MaintainerChristoph Bartenhagen <c.bartenhagen@uni-koeln.de>
LicenseGPL (>= 2)
Version1.40.0
Package repositoryView on Bioconductor
Installation Install the latest version of this package by entering the following in R:
if (!requireNamespace("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("RDRToolbox")

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RDRToolbox documentation built on Nov. 8, 2020, 11:10 p.m.