Search Results for author: Cristiano G. Pimenta

Found 2 papers, 2 papers with code

A Robust Experimental Evaluation of Automated Multi-Label Classification Methods

1 code implementation16 May 2020 Alex G. C. de Sá, Cristiano G. Pimenta, Gisele L. Pappa, Alex A. Freitas

In this work, we provide a general comparison of five automated multi-label classification methods -- two evolutionary methods, one Bayesian optimization method, one random search and one greedy search -- on 14 datasets and three designed search spaces.

AutoML Bayesian Optimization +3

Multi-label classification search space in the MEKA software

1 code implementation28 Nov 2018 Alex G. C. de Sá, Cristiano G. Pimenta, Gisele L. Pappa, Alex A. Freitas

This supplementary material aims to describe the proposed multi-label classification (MLC) search spaces based on the MEKA and WEKA softwares.

Classification General Classification +1

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