varSel: Sequential Forward Floating Selection using Jeffries-Matusita Distance

Feature selection using Sequential Forward Floating feature Selection and Jeffries-Matusita distance. It returns a suboptimal set of features to use for image classification. Reference: Dalponte, M., Oerka, H.O., Gobakken, T., Gianelle, D. & Naesset, E. (2013). Tree Species Classification in Boreal Forests With Hyperspectral Data. IEEE Transactions on Geoscience and Remote Sensing, 51, 2632-2645, <DOI:10.1109/TGRS.2012.2216272>.

Getting started

Package details

AuthorMichele Dalponte and Hans Ole Oerka
MaintainerMichele Dalponte <[email protected]>
LicenseGPL-3
Version0.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("varSel")

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varSel documentation built on May 29, 2017, 12:12 p.m.