SwarmSVM: 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.

AuthorTong He <hetong007@gmail.com>, Aydin Demircioglu <aydin.demircioglu@ini.ruhr-uni-bochum.de>
Date of publication2016-08-19 19:37:28
MaintainerTong He <hetong007@gmail.com>
LicenseGPL-2
Version0.1-2

View on CRAN

Files in this package

SwarmSVM
SwarmSVM/inst
SwarmSVM/inst/benchmark
SwarmSVM/inst/benchmark/utils.R
SwarmSVM/inst/benchmark/preprocess_data.R
SwarmSVM/inst/benchmark/dc_SVM.R
SwarmSVM/inst/benchmark/clustered_SVM_Repeat.R
SwarmSVM/inst/benchmark/gater_SVM.R
SwarmSVM/inst/benchmark/clustered_SVM.R
SwarmSVM/inst/doc
SwarmSVM/inst/doc/SwarmSVM.R
SwarmSVM/inst/doc/SwarmSVM.html
SwarmSVM/inst/doc/SwarmSVM.Rmd
SwarmSVM/tests
SwarmSVM/tests/testthat.R
SwarmSVM/tests/testthat
SwarmSVM/tests/testthat/test_alphasvm.R
SwarmSVM/tests/testthat/test_clusterSVM.R
SwarmSVM/tests/testthat/test_dcSVM.R
SwarmSVM/tests/testthat/test_gaterSVM.R
SwarmSVM/src
SwarmSVM/src/svm.h
SwarmSVM/src/Rsvm.c
SwarmSVM/src/svm.cpp
SwarmSVM/NAMESPACE
SwarmSVM/data
SwarmSVM/data/svmguide1.RData
SwarmSVM/R
SwarmSVM/R/utils.R SwarmSVM/R/dcSVM.R
SwarmSVM/R/compute.r
SwarmSVM/R/neuralnet.r
SwarmSVM/R/SwarmSVM.R SwarmSVM/R/gaterSVM.R SwarmSVM/R/clusterSVM.R SwarmSVM/R/alphasvm.R SwarmSVM/R/gater.R
SwarmSVM/R/prediction.r
SwarmSVM/R/zzz.R
SwarmSVM/vignettes
SwarmSVM/vignettes/SwarmSVM.Rmd
SwarmSVM/MD5
SwarmSVM/build
SwarmSVM/build/vignette.rds
SwarmSVM/DESCRIPTION
SwarmSVM/man
SwarmSVM/man/cluster.predict.kkmeans.Rd SwarmSVM/man/kmeans.predict.Rd SwarmSVM/man/gater.Rd SwarmSVM/man/cluster.fun.mlpack.old.Rd SwarmSVM/man/predict.clusterSVM.Rd SwarmSVM/man/clusterSVM.Rd SwarmSVM/man/alphasvm.Rd SwarmSVM/man/SwarmSVM.Rd SwarmSVM/man/predict.gater.Rd SwarmSVM/man/eucliDist.Rd SwarmSVM/man/plot.alphasvm.Rd SwarmSVM/man/predict.dcSVM.Rd SwarmSVM/man/dcSVM.Rd SwarmSVM/man/predict.gaterSVM.Rd SwarmSVM/man/svmguide1.Rd SwarmSVM/man/gaterSVM.Rd SwarmSVM/man/predict.alphasvm.Rd SwarmSVM/man/cluster.fun.kkmeans.Rd SwarmSVM/man/csvmTransform.Rd SwarmSVM/man/write.alphasvm.Rd

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