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- Beáta Reiz, Lehel Csató
- 2009

Bayesian networks encode causal relations between variables using probability and graph theory. They can be used both for prediction of an outcome and interpretation of predictions based on the encoded causal relations. In this paper we analyse a tree-like Bayesian network learning algorithm optimised for classification of data and we give solutions to the… (More)

- Beata Reiz, Lehel Csató, Dan Dumitrescu
- SYNASC
- 2008

- B. Reiz, L. Csato, D. Dumitrescu
- 2008 10th International Symposium on Symbolic and…
- 2008

Bayesian networks encode causal relations between variables using probability and graph theory. We employ genetic algorithm to exploit these causal relations from data for classification problems, thus restricting the search space from directed acyclic graphs to trees. Prufer number encoding of the structure is employed for the representation of individuals… (More)

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