airt: Evaluation of Algorithm Collections Using Item Response Theory

An evaluation framework for algorithm portfolios using Item Response Theory (IRT). We use continuous and polytomous IRT models to evaluate algorithms and introduce algorithm characteristics such as stability, effectiveness and anomalousness (Kandanaarachchi, Smith-Miles 2020) <doi:10.13140/RG.2.2.11363.09760>.

Package details

AuthorSevvandi Kandanaarachchi [aut, cre] (<https://orcid.org/0000-0002-0337-0395>)
MaintainerSevvandi Kandanaarachchi <sevvandik@gmail.com>
LicenseGPL-3
Version0.2.2
URL https://sevvandi.github.io/airt/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("airt")

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airt documentation built on Aug. 8, 2023, 5:12 p.m.