The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
A collection of various oversampling techniques developed from SMOTE is provided. SMOTE is a oversampling technique which synthesizes a new minority instance between a pair of one minority instance and one of its K nearest neighbor. Other techniques adopt this concept with other criteria in order to generate balanced dataset for class imbalance problem.
| Version: | 1.4.0 |
| Depends: | R (≥ 3.0.0) |
| Imports: | FNN, dbscan, igraph |
| Published: | 2024-03-14 |
| DOI: | 10.32614/CRAN.package.smotefamily |
| Author: | Wacharasak Siriseriwan [aut, cre] |
| Maintainer: | Wacharasak Siriseriwan <wacharasak.s at gmail.com> |
| License: | GPL (≥ 3) |
| NeedsCompilation: | no |
| CRAN checks: | smotefamily results |
| Reference manual: | smotefamily.pdf |
| Package source: | smotefamily_1.4.0.tar.gz |
| Windows binaries: | r-devel: smotefamily_1.4.0.zip, r-release: smotefamily_1.4.0.zip, r-oldrel: smotefamily_1.4.0.zip |
| macOS binaries: | r-release (arm64): smotefamily_1.4.0.tgz, r-oldrel (arm64): smotefamily_1.4.0.tgz, r-release (x86_64): smotefamily_1.4.0.tgz, r-oldrel (x86_64): smotefamily_1.4.0.tgz |
| Old sources: | smotefamily archive |
| Reverse imports: | aifeducation, daltoolboxdp, ebmc, imbalance, npcs, sambia, scutr |
| Reverse suggests: | mlr3pipelines |
Please use the canonical form https://CRAN.R-project.org/package=smotefamily to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.