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airt
View on CRAN: Click
here
Download and install airt package within the R console
Install from CRAN:
install.packages("airt")
Install from Github:
library("remotes")
install_github("cran/airt") Install by package version:
library("remotes")
install_version("airt", "0.2.2") Attach the package and use:
library("airt")
Maintained by
Sevvandi Kandanaarachchi
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-05-12
Latest Update: 2023-08-08
Description:
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) .
How to cite:
Sevvandi Kandanaarachchi (2020). airt: Evaluation of Algorithm Collections Using Item Response Theory. R package version 0.2.2, https://cran.r-project.org/web/packages/airt. Accessed 05 Jun. 2026.
Previous versions and publish date:
Other packages that cited airt R package
View airt citation profile
Other R packages that airt depends,
imports, suggests or enhances
Complete documentation for airt
Functions, R codes and Examples using
the airt R package
Some associated functions: airt-package . algo_effectiveness_crm . algo_effectiveness_poly . cirtmodel . classification_cts . classification_poly . effectiveness_crm . effectiveness_poly . heatmaps_crm . latent_trait_analysis . make_polyIRT_data . model_goodness_crm . model_goodness_for_algo_crm . model_goodness_for_algo_poly . model_goodness_poly . pirtmodel . prepare_for_plots_crm . prepare_for_plots_poly . reexports . tracelines_poly .
Some associated R codes: airt-package.R . algo_effectiveness_crm.R . algo_effectiveness_poly.R . classification_cts-data.R . classification_poly-data.R . heatmaps_crm.R . irt_model_continuous.R . irt_model_polytomous.R . latent_trait.R . latent_trait_bak.R . model_goodness_crm.R . model_goodness_poly.R . pre_processing.R . tracelines_poly.R . utils.R . Full airt package functions and examples
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