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https://www.rdocumentation.org/packages/ROSE/versions/0.0-3/topics/ROSE
Warning. The purpose of ROSE is to generate new synthetic examples in the features space. The use of formula is intended solely to distinguish the response variable from the predictors. Hence, formula must not be confused with the one supplied to fit a classifier in which the specification of either tranformations or interactions among variables may be sensible/necessary.
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https://journal.r-project.org/archive/2014-1/menardi-lunardon-torelli.pdf
CONTRIBUTED RESEARCH ARTICLES 79 ROSE: A Package for Binary Imbalanced Learning by Nicola Lunardon, Giovanna Menardi, and Nicola Torelli Abstract The ROSE package provides functions to deal with binary classification problems in the ... The R Journal Vol. 6/1, June 2014 ISSN 2073-4859.
https://cran.r-project.org/web/packages/ROSE/ROSE.pdf
2 ROSE-package ROSE-package ROSE: Random Over-Sampling Examples Description The package provides functions to deal with binary classification problems in the presence of imbal-anced classes. Synthetic balanced samples are generated according to ROSE (Menardi and Torelli, 2014).File Size: 163KB
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