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Evaluation of Algorithm Collections Using Item Response Theory

Sevvandi Kandanaarachchi

Last update: 8 August 2023

Copyright license: GNU General Public License, version 3.0

Software version identifier: 0.2.1, 0.1.0, 0.2.0, 0.2.2

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>.




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