smotefamily: A Collection of Oversampling Techniques for Class Imbalance
Problem Based on SMOTE
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.
||R (≥ 3.0.0)
||FNN, dbscan, igraph
||Wacharasak Siriseriwan [aut, cre]
||Wacharasak Siriseriwan <wacharasak.s at gmail.com>
||GPL (≥ 3)
Please use the canonical form
to link to this page.