wSVM: Weighted SVM with boosting algorithm for improving accuracy
Version 0.1-7

We propose weighted SVM methods with penalization form. By adding weights to loss term, we can build up weighted SVM easily and examine classification algorithm properties under weighted SVM. Through comparing each of test error rates, we conclude that our Weighted SVM with boosting has predominant properties than the standard SVM have, as a whole.

AuthorSungHwan Kim and Soo-Heang Eo
Date of publication2012-10-29 08:59:59
MaintainerSungHwan Kim <swiss747@korea.ac.kr>
LicenseGPL-2
Version0.1-7
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("wSVM")

Getting started

Package overview

Popular man pages

mixture.example: mixture example
simul.wsvm: Generating simulation data for weighted svm
wsvm: Weighted SVM with boosting algorithm for improving accuracy
wsvm.boost: Weighted SVM using boosting algorithm
wsvm.kernel: Compute kernel K(X, U)
wSVM-package: Weigthed SVM with boosting algorithm for improving accuracy
wsvm.predict: Predict new test set using wsvm function and compute error...
See all...

All man pages Function index File listing

Man pages

Error.rate: Calculate Error rate
mixture.example: mixture example
simul.wsvm: Generating simulation data for weighted svm
wsvm: Weighted SVM with boosting algorithm for improving accuracy
wsvm.boost: Weighted SVM using boosting algorithm
wsvm.kernel: Compute kernel K(X, U)
wSVM-package: Weigthed SVM with boosting algorithm for improving accuracy
wsvm.predict: Predict new test set using wsvm function and compute error...

Functions

Error.rate Man page Source code
mixture.example Man page
simul.wsvm Man page Source code
wSVM Man page
wSVM-package Man page
wsvm Man page Source code
wsvm.boost Man page Source code
wsvm.kernel Man page Source code
wsvm.predict Man page Source code

Files

data
data/mixture.example.RData
INDEX
NAMESPACE
man
man/wsvm.boost.Rd
man/Error.rate.Rd
man/simul.wsvm.Rd
man/wsvm.Rd
man/mixture.example.Rd
man/wSVM-package.Rd
man/wsvm.kernel.Rd
man/wsvm.predict.Rd
LICENCE
DESCRIPTION
MD5
R
R/wsvm.predict.R
R/wsvm.boost.r
R/simul.wsvm.r
R/Error.rate.r
R/wsvm.r
R/wsvm.kernel.r
wSVM documentation built on May 20, 2017, 1:10 a.m.

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