airt: Evaluation of Algorithm Collections Using Item Response Theory

An evaluation framework for algorithm portfolios using Item Response Theory (IRT). We use 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>.

Version: 0.1.0
Depends: R (≥ 3.4.0)
Imports: pracma, mirt, tidyr
Suggests: knitr, rmarkdown, ggplot2
Published: 2020-05-12
Author: Sevvandi Kandanaarachchi ORCID iD [aut, cre]
Maintainer: Sevvandi Kandanaarachchi <sevvandik at gmail.com>
License: GPL-3
NeedsCompilation: no
Materials: README
CRAN checks: airt results

Downloads:

Reference manual: airt.pdf
Vignettes: airt
Package source: airt_0.1.0.tar.gz
Windows binaries: r-devel: airt_0.1.0.zip, r-release: airt_0.1.0.zip, r-oldrel: airt_0.1.0.zip
macOS binaries: r-release: airt_0.1.0.tgz, r-oldrel: airt_0.1.0.tgz

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