CRAN/E | airt

airt

Evaluation of Algorithm Collections Using Item Response Theory

Installation

About

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.

sevvandi.github.io/airt/

Key Metrics

Version 0.2.2
R ≥ 3.4.0
Published 2023-08-08 233 days ago
Needs compilation? no
License GPL-3
CRAN checks airt results

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Maintainer

Maintainer

Sevvandi Kandanaarachchi

sevvandik@gmail.com

Authors

Sevvandi Kandanaarachchi

aut / cre

Material

README
Reference manual
Package source

Vignettes

Introduction to airt

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

airt archive

Depends

R ≥ 3.4.0

Imports

pracma
mirt
tidyr
EstCRM
rlang
dplyr
magrittr
tibble
ggplot2
grDevices
RColorBrewer

Suggests

knitr
rmarkdown
gridExtra
scales

Reverse Imports

outlierensembles