Search Results for author: Vitor C. A. Santos

Found 3 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.

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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