nunompmoniz/autoresampling: Automated Resampling Strategies for Imbalanced Learning

An Automated Machine Learning (AutoML) approach for tackling imbalanced domain learning tasks. Provides a meta-learning-based method that approximates optimal solutions within a set of over 500 possible workflow (combination of learning algorithms and resampling strategies) configurations.

Getting started

Package details

MaintainerNuno Moniz <nmmoniz@inesctec.pt>
LicenseGPL-3
Version0.1.0
URL https://github.com/nunompmoniz/autoresampling
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("nunompmoniz/autoresampling")
nunompmoniz/autoresampling documentation built on April 26, 2021, 4:43 a.m.