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varSel  

Sequential Forward Floating Selection using Jeffries-Matusita Distance
View on CRAN: Click here


Download and install varSel package within the R console
Install from CRAN:
install.packages("varSel")

Install from Github:
library("remotes")
install_github("cran/varSel")

Install by package version:
library("remotes")
install_version("varSel", "0.2")



Attach the package and use:
library("varSel")
Maintained by
Michele Dalponte
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-11-05
Latest Update: 2021-01-07
Description:
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>.
How to cite:
Michele Dalponte (2016). varSel: Sequential Forward Floating Selection using Jeffries-Matusita Distance. R package version 0.2, https://cran.r-project.org/web/packages/varSel. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1 (2016-11-05 00:11)
Other packages that cited varSel R package
View varSel citation profile
Other R packages that varSel depends, imports, suggests or enhances
Complete documentation for varSel
Functions, R codes and Examples using the varSel R package
Some associated functions: BHATdist . JMdist . dat . varSelSFFS . 
Some associated R codes: BHATdist.R . JMdist.R . dat.R . varSelSFFS.R .  Full varSel package functions and examples
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