Devogelaere,D., Van Bael,P., Rijckaert,M.: Regression through genetic algorithm driven clustering. In Proceeding of the 7 th European Congress on Intelligent Techniques & Soft Computing (EUFIT'99), 1999.  Home/Search   Document Not in Database   Summary   Related Articles

....bagging. From this perspective, our method is related to boosting [16, 10] where the same distribution change is done through a system of weights. However, contrary to boosting our method is not sequential and thus it is possible to construct the individual models in parallel. Devogelaere et al. [7] describe a related approach to regression. Their GAdC system performs a genetic algorithm driven clustering of the training data. The evaluation function that drives the genetic algorithm based search for the clusters includes several factors like cluster distance penalty, prediction error, etc. ....

Devogelaere,D., Van Bael,P., Rijckaert,M.: Regression through genetic algorithm driven clustering. In Proceeding of the 7 th European Congress on Intelligent Techniques & Soft Computing (EUFIT'99), 1999.

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