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AutoML Solution for Imbalanced Domain Learning [R Package]

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nunompmoniz/autoresampling

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autoresampling

Project Status: Active - The project has reached a stable, usable state and is being actively developed.

An AutoML approach to solving Imbalanced Domain Learning Tasks

Installation

To install from github use the following command lines in R:

library(devtools)  # You need to install this package!
install_github("nunompmoniz/autoresampling",ref="development")

After installation the package can be used loaded by doing:

library(autoresampling)

References

  • Nuno Moniz and Vítor Cerqueira (2021). "Automated Imbalanced Classification with Meta-learning". Expert Systems with Applications, Elsevier (accepted)

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