Appraisal of companies is an important business activity. We mainly apply Bayesian networks for this classification task for Japanese electric company data. Firstly, few standard statistical techniques are performed. Then Bayesian networks are applied in four steps; (1) for implementing a current procedure of economical experts, where economical variables are clustered and then summarised for c...