Evaluating regression algorithms at the instance level using item response theory

Author:

Moraes João V.C.,Reinaldo Jéssica T.S.,Ferreira-Junior Manuel,Filho Telmo SilvaORCID,Prudêncio Ricardo B.C.

Funder

Fundação de Amparo à Ciência e Tecnologia do Estado de Pernambuco

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference29 articles.

1. An instance level analysis of data complexity;Smith;Mach. Learn.,2013

2. Item response theory in AI: Analysing machine learning classifiers at the instance level;MartÍnez-Plumed;Artificial Intelligence,2019

3. AutoML: A survey of the state-of-the-art;He;Knowl.-Based Syst.,2021

4. Item Response Theory for Psychologists;Embretson,2013

5. Making sense of item response theory in machine learning;Martínez-Plumed,2016

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