Title :
Self-Adaptation of Parameters in a XCS-Based Ensemble Machine
Author :
Maciej Troc;Olgierd Unold
Author_Institution :
Inst. of Comput. Eng. Control & Robot., Wroclaw Univ. of Technol., Wroclaw
Abstract :
The self-adaptive model of a XCS-based ensemble machine solving data-mining tasks has been presented. The results of experiments have shown the ability of the architecture to adapt the parameters of single XCS: the mutation rate \mu and the tournament size t_{s}- separately and/or together.
Keywords :
"Classification algorithms","Adaptation model","Gallium","Arrays","Computer architecture","Electronics packaging","Support vector machine classification"
Conference_Titel :
Hybrid Intelligent Systems, 2008. HIS ´08. Eighth International Conference on
DOI :
10.1109/HIS.2008.10
