Predicting the Survival in Malignant Skin Melanoma Using Bayesian Networks Automatically Induced by Genetic Algorithms. An Empirical Comparision Between Di erent Approaches


| In this work we introduce a methodology based on Genetic Algorithms for the automatic induction of Bayesian Networks from a le containing cases and variables related to the problem. The structure is learned by applying three di erent methods: The Cooper and Herskovits metric for a general Bayesian Network, the Markov Blanket approach and the relaxed… (More)


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