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 <[email protected]>
LicenseGPL (>= 2)
Package repositoryView on Bioconductor
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RDRToolbox documentation built on Nov. 1, 2018, 5:01 a.m.