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>.

Author
Michele Dalponte and Hans Ole Oerka
Date of publication
2016-11-05 00:11:20
Maintainer
Michele Dalponte <michele.dalponte@fmach.it>
License
GPL-3
Version
0.1

View on CRAN

Man pages

BHATdist
Bhattacharyya distance among classes
dat
Hyperspectral data acquired over a forest area
JMdist
Jeffries-Matusita distance among classes
varSelSFFS
Sequential Forward Floating Selection using Jeffries-Matusita...

Files in this package

varSel
varSel/NAMESPACE
varSel/data
varSel/data/dat.rda
varSel/data/datalist
varSel/R
varSel/R/varSelSFFS.R
varSel/R/dat.R
varSel/R/BHATdist.R
varSel/R/JMdist.R
varSel/MD5
varSel/DESCRIPTION
varSel/man
varSel/man/varSelSFFS.Rd
varSel/man/BHATdist.Rd
varSel/man/JMdist.Rd
varSel/man/dat.Rd