Abstract
In this paper, we will evaluate the power and usefulness
of Bayesian network classifiers for credit scoring. Various
types of Bayesian network classifiers will be evaluated and
contrasted including unrestricted Bayesian network classifiers
learnt using Markov Chain Monte Carlo (MCMC)
search. The experiments will be carried out on three real
life credit scoring data sets. It
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