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VOGA: Variable Ordering Genetic Algorithm for Learning Bayesian Classifiers

Published • Dec 1, 2006
NobleIDNI7P78W88R61S66
Authors:
Edimilson Dos Santos
,
Estevam Hruschka

Abstract

This work proposes a hybrid approach to help the process of learning a Bayesian Classifier (BC) from data. The proposed method named VOGA (and its variant VOGA+) uses a Genetic Algorithm to optimize the BC learning process by means of the identification of an adequate variables ordering. The main co...

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