RDRToolbox v1.16.0

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.

Functions in RDRToolbox

 Name Description Isomap Isomap LLE Locally Linear Embedding plotDR Plotting tool for two and three dimensional data generateData Simulator for gene expression data DBIndex Davis-Bouldin-Index SwissRoll The Swiss Roll dataset No Results!