Package: smotefamily
Title: A Collection of Oversampling Techniques for Class Imbalance
        Problem Based on SMOTE
Version: 1.4.0
Date: 2024-03-14
Authors@R: person("Wacharasak","Siriseriwan",email="wacharasak.s@gmail.com", role=c("aut","cre"))
Maintainer: Wacharasak Siriseriwan <wacharasak.s@gmail.com>
Description: 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.
License: GPL (>= 3)
Depends: R(>= 3.0.0)
Imports: FNN, dbscan,igraph
NeedsCompilation: no
Packaged: 2026-10-07 10:33:57 UTC; root
Author: Wacharasak Siriseriwan [aut, cre]
Config/pak/sysreqs: libglpk-dev libxml2-dev
Repository: https://reddertar.r-universe.dev
Date/Publication: 2024-03-15 02:32:09 UTC
RemoteUrl: https://github.com/cran/smotefamily
RemoteRef: HEAD
RemoteSha: 7161753bea39c7f31746154ba5d1c3cde4e7a481