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Explanations Based on Item Response Theory (eXirt): A Model-Specific
  Method to Explain Tree-Ensemble Model in Trust Perspective

Explanations Based on Item Response Theory (eXirt): A Model-Specific Method to Explain Tree-Ensemble Model in Trust Perspective

18 October 2022
José de Sousa Ribeiro Filho
Lucas F. F. Cardoso
R. Silva
Vitor Cirilo Araujo Santos
Nikolas Carneiro
Ronnie Cley de Oliveira Alves
ArXivPDFHTML

Papers citing "Explanations Based on Item Response Theory (eXirt): A Model-Specific Method to Explain Tree-Ensemble Model in Trust Perspective"

4 / 4 papers shown
Title
Enhancing Classifier Evaluation: A Fairer Benchmarking Strategy Based on Ability and Robustness
Enhancing Classifier Evaluation: A Fairer Benchmarking Strategy Based on Ability and Robustness
Lucas F. F. Cardoso
Vitor Santos
J. Ribeiro
Regiane Kawasaki
R. Prudêncio
Ronnie Cley de Oliveira Alves
21
0
0
13 Apr 2025
Standing on the shoulders of giants
Standing on the shoulders of giants
Lucas Felipe Ferraro Cardoso
José de Sousa Ribeiro Filho
Vitor Cirilo Araujo Santos
Regiane Silva Kawasaki Frances
Ronnie Cley de Oliveira Alves
21
1
0
05 Sep 2024
How Reliable and Stable are Explanations of XAI Methods?
How Reliable and Stable are Explanations of XAI Methods?
José Ribeiro
Lucas F. F. Cardoso
Vitor Santos
Eduardo Carvalho
Nikolas Carneiro
Ronnie Cley de Oliveira Alves
XAI
25
1
0
03 Jul 2024
Explanation-by-Example Based on Item Response Theory
Explanation-by-Example Based on Item Response Theory
Lucas F. F. Cardoso
Joseph Ribeiro
Vitor Santos
R. Silva
M. Mota
R. Prudêncio
Ronnie Cley de Oliveira Alves
25
5
0
04 Oct 2022
1