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: 2024-03-14 06:03:33 UTC; Dew
Author: Wacharasak Siriseriwan [aut, cre]
Repository: CRAN
Date/Publication: 2024-03-14 08:20:02 UTC
Built: R 4.6.0; ; 2026-04-26 03:26:26 UTC; unix
