Package: smotefamily
Title: A Collection of Oversampling Techniques for Class Imbalance
        Problem Based on SMOTE
Version: 1.0
Date: 2016-09-05
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. (see <https://www.jair.org/media/953/live-953-2037-jair.pdf> for more information) Other techniques adopt this concept with other criteria in order to generate balanced dataset for class imbalance problem.
License: GPL-2
Depends: R(>= 3.0.0)
Suggests: FNN, dbscan, igraph
NeedsCompilation: no
Packaged: 2016-09-08 03:33:39 UTC; Wacharasak
Author: Wacharasak Siriseriwan [aut, cre]
Repository: CRAN
Date/Publication: 2016-09-08 07:33:52
