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')
Now it is on CRAN, you can also install it by
install.packages('SwarmSVM')
It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.
0.1-6 by Tong He, a year ago
Browse source code at https://github.com/cran/SwarmSVM
Authors: Tong He <[email protected]> , Aydin Demircioglu <[email protected]>
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