Question 1

What does the R-package 'imbalance' do?

Accepted Answer

Preprocessing Algorithms for Imbalanced Datasets. Class imbalance usually damages the performance of classifiers. Thus, it is important to treat data before applying a classifier algorithm. This package includes recent resampling algorithms in the literature: [doi:10.1109/tkde.2012.232](https://doi.org/10.1109%2Ftkde.2012.232); [doi:10.1109/tkde.2014.2324567](https://doi.org/10.1109%2Ftkde.2014.2324567), [doi:10.1016/j.inffus.2013.12.003](https://doi.org/10.1016%2Fj.inffus.2013.12.003); [doi:10.1016/j.neucom.2014.02.006](https://doi.org/10.1016%2Fj.neucom.2014.02.006); [doi:10.1007/s00500-014-1484-5](https://doi.org/10.1007%2Fs00500-014-1484-5). It also includes an useful interface to perform oversampling.

Question 2

Who maintains imbalance?

Accepted Answer

Ignacio Cordón

Question 3

Who authored imbalance?

Accepted Answer

Francisco Herrera, Salvador García, Alberto Fernández

Question 4

What is the current version of imbalance?

Accepted Answer

The current version of the R-package '1.0.2.1' is 1.0.2.1

Question 5

When was the last release of imbalance?

Accepted Answer

The last release of the R-package '1.0.2.1' was 04/07/2020

Question 6

Where can I search for the R-package 'imbalance'?

Accepted Answer

You can search for the R-package 'imbalance' on CRAN/E at https://cran-e.com

imbalance

Documentation

Team

Ignacio Cordón

Francisco Herrera

Salvador García

Alberto Fernández

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Last 30 days

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