Search Results for author: Ronnie C. O. Alves

Found 4 papers, 2 papers with code

Data vs classifiers, who wins?

no code implementations15 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.

NASirt: AutoML based learning with instance-level complexity information

no code implementations26 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.

Neural Architecture Search

Decoding machine learning benchmarks

1 code implementation29 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.

BIG-bench Machine Learning

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