作者
Jesús Alcalá-Fdez, Luciano Sanchez, Salvador Garcia, Maria Jose del Jesus, Sebastian Ventura, Josep Maria Garrell, José Otero, Cristóbal Romero, Jaume Bacardit, Victor M Rivas, Juan Carlos Fernández, Francisco Herrera
发表日期
2009/2
期刊
Soft Computing
卷号
13
页码范围
307-318
出版商
Springer-Verlag
简介
This paper introduces a software tool named KEEL which is a software tool to assess evolutionary algorithms for Data Mining problems of various kinds including as regression, classification, unsupervised learning, etc. It includes evolutionary learning algorithms based on different approaches: Pittsburgh, Michigan and IRL, as well as the integration of evolutionary learning techniques with different pre-processing techniques, allowing it to perform a complete analysis of any learning model in comparison to existing software tools. Moreover, KEEL has been designed with a double goal: research and educational.
引用总数
学术搜索中的文章
J Alcalá-Fdez, L Sanchez, S Garcia, MJ del Jesus… - Soft Computing, 2009