Provides a set of functions that can be used to obtain better predictive performance on cost-sensitive and cost/benefits tasks (for both regression and classification). This includes re-sampling approaches that modify the original data set biasing it towards the user preferences.
Version: | 0.0.9 |
Depends: | R (≥ 3.0), methods, grDevices, graphics, stats, MBA, gstat, automap, sp, randomForest |
Suggests: | MASS, rpart, testthat, DMwR2, ggplot2, e1071 |
Published: | 2023-10-07 |
DOI: | 10.32614/CRAN.package.UBL |
Author: | Paula Branco [aut, cre], Rita Ribeiro [aut, ctb], Luis Torgo [aut, ctb] |
Maintainer: | Paula Branco <paobranco at gmail.com> |
BugReports: | https://github.com/paobranco/UBL/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | https://github.com/paobranco/UBL |
NeedsCompilation: | yes |
Citation: | UBL citation info |
CRAN checks: | UBL results |
Reference manual: | UBL.pdf |
Package source: | UBL_0.0.9.tar.gz |
Windows binaries: | r-devel: UBL_0.0.9.zip, r-release: UBL_0.0.9.zip, r-oldrel: UBL_0.0.9.zip |
macOS binaries: | r-release (arm64): UBL_0.0.9.tgz, r-oldrel (arm64): UBL_0.0.9.tgz, r-release (x86_64): UBL_0.0.9.tgz, r-oldrel (x86_64): UBL_0.0.9.tgz |
Old sources: | UBL archive |
Reverse imports: | MSclassifR |
Please use the canonical form https://CRAN.R-project.org/package=UBL to link to this page.