Using Feature Selection Algorithms in Educational Data Three Case Studies

Nenhuma Miniatura disponível
Data
2017
Autores
Marques, M.
Nicoletti, M. C.
Guimaraes, M. P.
Orientadores
Tipo
Trabalho apresentado em evento
Título da Revista
ISSN da Revista
Título de Volume
Resumo
This paper discusses three case studies involving the use of feature subset selection algorithms, as well as feature ranking, based on real data on student performances in a course of a Bachelor of Computer Science program. The case studies aimed at investigating, as a step prior to the use of data mining algorithms for performance prediction, the effectiveness of feature selection methods, for reducing data volume.
Descrição
Citação
2017 12th Iberian Conference On Information Systems And Technologies (Cisti). New York, v. , p. -, 2017.