Three ensemble learning algorithms based on support vector machines. They all train support vector machines on subset of data and combine the result.

Documentation

Manual: SwarmSVM.pdf
Vignette: SwarmSVM

Maintainer: Tong He <hetong007 at gmail.com>

Author(s): Tong He <hetong007 at gmail.com>, Aydin Demircioglu <aydin.demircioglu at ini.ruhr-uni-bochum.de>

Install package and any missing dependencies by running this line in your R console:

install.packages("SwarmSVM")

Depends R (>= 3.0.2)
Imports e1071, LiblineaR, Matrix, SparseM, kernlab, methods, checkmate(>=1.6.0), BBmisc
Suggests testthat, knitr, rmarkdown
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Package SwarmSVM
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Version 0.1-2
Published 2016-08-19
License GPL-2
BugReports
SystemRequirements
NeedsCompilation yes
Citation
CRAN checks SwarmSVM check results
Package source SwarmSVM_0.1-2.tar.gz