ada: The R Package Ada for Stochastic Boosting

Performs discrete, real, and gentle boost under both exponential and logistic loss on a given data set. The package ada provides a straightforward, well-documented, and broad boosting routine for classification, ideally suited for small to moderate-sized data sets.

Author
Mark Culp, Kjell Johnson, and George Michailidis
Date of publication
2016-05-13 11:40:44
Maintainer
Mark Culp <mvculp@mail.wvu.edu>
License
GPL
Version
2.0-5

View on CRAN

Man pages

ada
Fitting Stochastic Boosting Models
addtest
Add a test set to ada
pairs.ada
Pairwise Plots and Variable Importancs Plot for Ada
plot.ada
Plots for Ada
predict.ada
Predict a data set using Ada
print.ada
Model Information for Ada
soldat
Solubility Data
summary.ada
Summary of model fit for arbitrary data (test, validation, or...
update.ada
Add more trees to an ada object

Files in this package

ada
ada/NAMESPACE
ada/data
ada/data/soldat.rda
ada/data/datalist
ada/R
ada/R/varplot.R
ada/R/plot.ada.R
ada/R/update.ada.R
ada/R/ada.formula.R
ada/R/summary.ada.R
ada/R/ada.machine.R
ada/R/ada.R
ada/R/predict.ada.R
ada/R/addtest.R
ada/R/ada-internal.R
ada/R/print.ada.R
ada/R/ada.default.R
ada/R/pairs.ada.R
ada/MD5
ada/DESCRIPTION
ada/man
ada/man/pairs.ada.Rd
ada/man/ada.Rd
ada/man/summary.ada.Rd
ada/man/predict.ada.Rd
ada/man/soldat.Rd
ada/man/update.ada.Rd
ada/man/plot.ada.Rd
ada/man/print.ada.Rd
ada/man/addtest.Rd