Ensemble Learning Algorithms Based on Support Vector Machines

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


The repository is an R package about ensemble learning algorithms based on SVM for my Google Summer of Code 2015 project.

It is under development.

devtools::install_github('hetong007/SwarmSVM')

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Reference manual

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install.packages("SwarmSVM")

0.1-2 by Tong He, 6 months ago


Browse source code at https://github.com/cran/SwarmSVM


Authors: Tong He <hetong007@gmail.com>, Aydin Demircioglu <aydin.demircioglu@ini.ruhr-uni-bochum.de>


Documentation:   PDF Manual  


GPL-2 license


Imports e1071, LiblineaR, Matrix, SparseM, kernlab, methods, checkmate, BBmisc

Suggests testthat, knitr, rmarkdown


Suggested by mlr.


See at CRAN