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.
Details
Type |
Package |
Date |
2014-03-26 |
License |
GPL (>= 2) |
LazyLoad |
yes |
biocViews |
DimensionReduction, FeatureExtraction,
Visualization, Clustering, Microarray |
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[](http://www.rdocumentation.org/packages/RDRToolbox)