imbalance: Preprocessing Algorithms for Imbalanced Datasets
Version 0.1.1

Algorithms to treat imbalanced datasets. Imbalanced datasets usually damage the performance of the classifiers. Thus, it is important to treat data before applying a classifier algorithm. This package includes recent preprocessing algorithms in the literature.

Package details

AuthorIgnacio Cordón [aut, cre]
Date of publication2017-11-15 15:18:51 UTC
MaintainerIgnacio Cordón <[email protected]>
LicenseGPL (>= 2) | file LICENSE
Version0.1.1
URL http://github.com/ncordon/imbalance
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("imbalance")

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imbalance documentation built on Nov. 17, 2017, 5:03 a.m.