XCS and GALE: A Comparative Study of Two Learning Classifier Systems on Data Mining

This paper compares the learning performance, in terms of prediction accuracy, of two genetic-based learning systems, XCS and GALE, with six well-known learning algorithms, coming from instance based learning, decision tree induction, rule-learning, statistical modeling and support vector machines....

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Bernadó, Ester, Llorà, Xavier, Garrell, Josep M.
Format:	Buchkapitel
Sprache:	eng
Schlagworte:	Applied sciences Artificial intelligence Computer science control theory systems Data Mining Exact sciences and technology Genetic Algorithm Knowledge Representation Learning and adaptive systems Parallel Genetic Algorithm Traditional Genetic Algorithm
Online-Zugang:	Volltext
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