gensemble: generalized ensemble methods
Version 1.0

Generalized ensemble methods allowing arbitrary underlying models to be used. Currently only bagging is supported.

AuthorPeter Werner, Eugene Dubossarsky
Date of publication2013-02-11 06:57:24
MaintainerPeter Werner <gensemble.r@gmail.com>
LicenseGPL-2
Version1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("gensemble")

Popular man pages

ab.create: Create an Abstract Model instance
ab.model: call the underlying model
ab.predict: AbstractModel prediction
AbstractModel-class: Class '"AbstractModel"'
gensemble-class: Class '"gensemble"'
mksampsize: Generate sample size information for use with 'gensemble'
predict.gensemble: predict method for generalized ensemble methods.
See all...

All man pages Function index File listing

Man pages

ab.arglist: Get the arglist for the given model
ab.create: Create an Abstract Model instance
ab.model: call the underlying model
ab.predict: AbstractModel prediction
AbstractModel-class: Class '"AbstractModel"'
gensemble: Generalized ensemble methods
gensemble-class: Class '"gensemble"'
mksampsize: Generate sample size information for use with 'gensemble'
predict.gensemble: predict method for generalized ensemble methods.

Functions

AbstractModel-class Man page
ab.arglist Man page Source code
ab.create Man page Source code
ab.model Man page Source code
ab.prargs Source code
ab.predict Man page Source code
agg_oobpred Source code
bagsamp_idx Source code
calc_mse Source code
class.or.na Source code
cls_iter_summary Source code
gensemble Man page Source code
gensemble-class Man page
lb.class.prop Source code
levcols Source code
mk_oobpred_storage Source code
mksampsize Man page Source code
perturb Source code
pred_error Source code
predict.gensemble Man page Source code
print.AbstractModel Source code
print.gensemble Man page Source code
reg_iter_summary Source code

Files

MD5
R
R/gensemble.R
R/AbstractModel.R
NAMESPACE
man
man/predict.gensemble.Rd
man/mksampsize.Rd
man/gensemble.Rd
man/gensemble-class.Rd
man/AbstractModel-class.Rd
man/ab.predict.Rd
man/ab.model.Rd
man/ab.create.Rd
man/ab.arglist.Rd
DESCRIPTION
gensemble documentation built on May 20, 2017, 4:28 a.m.

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