2 code implementations • 30 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.
2 code implementations • 10 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.