1 code implementation • 4 Oct 2022 • Lucas F. F. Cardoso, José de S. Ribeiro, Vitor C. A. Santos, Raíssa L. Silva, Marcelle P. Mota, Ricardo B. C. Prudêncio, Ronnie C. O. Alves
Intelligent systems that use Machine Learning classification algorithms are increasingly common in everyday society.
no code implementations • 15 Jul 2021 • Lucas F. F. Cardoso, Vitor C. A. Santos, Regiane S. Kawasaki Francês, Ricardo B. C. Prudêncio, Ronnie C. O. Alves
The experiments covered by Machine Learning (ML) must consider two important aspects to assess the performance of a model: datasets and algorithms.
no code implementations • 26 Aug 2020 • Habib Asseiss Neto, Ronnie C. O. Alves, Sergio V. A. Campos
Designing adequate and precise neural architectures is a challenging task, often done by highly specialized personnel.
1 code implementation • 29 Jul 2020 • Lucas F. F. Cardoso, Vitor C. A. Santos, Regiane S. K. Francês, Ricardo B. C. Prudêncio, Ronnie C. O. Alves
This work applied IRT to explore the well-known OpenML-CC18 benchmark to identify how suitable it is on the evaluation of classifiers.