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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>.
| Version: | 0.2 |
| Published: | 2021-01-07 |
| DOI: | 10.32614/CRAN.package.varSel |
| Author: | Michele Dalponte and Hans Ole Oerka |
| Maintainer: | Michele Dalponte <michele.dalponte at fmach.it> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | varSel results |
| Reference manual: | varSel.pdf |
| Package source: | varSel_0.2.tar.gz |
| Windows binaries: | r-devel: varSel_0.2.zip, r-release: varSel_0.2.zip, r-oldrel: varSel_0.2.zip |
| macOS binaries: | r-release (arm64): varSel_0.2.tgz, r-oldrel (arm64): varSel_0.2.tgz, r-release (x86_64): varSel_0.2.tgz, r-oldrel (x86_64): varSel_0.2.tgz |
| Old sources: | varSel archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.