Search Results for author: Luís P. F. Garcia

Found 2 papers, 2 papers with code

Characterizing classification datasets: a study of meta-features for meta-learning

2 code implementations30 Aug 2018 Adriano Rivolli, Luís P. F. Garcia, Carlos Soares, Joaquin Vanschoren, André C. P. L. F. de Carvalho

These characterizations, also called meta-features, describe properties of the data which are predictive for the performance of machine learning algorithms trained on them.

BIG-bench Machine Learning General Classification +1

How Complex is your classification problem? A survey on measuring classification complexity

2 code implementations10 Aug 2018 Ana C. Lorena, Luís P. F. Garcia, Jens Lehmann, Marcilio C. P. Souto, Tin K. Ho

This paper surveys and analyzes measures which can be extracted from the training datasets in order to characterize the complexity of the respective classification problems.

Classification General Classification

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