Abstract: A multi-schema Bayesian classification algorithm was proposed to solve the problem of discretization assumption and graph representation. By reasoning the conditional independence and dependence between attribute values, a submodel was constructed for eac

Key words: Bayesian network, Multi-schema, Post-discretization strategy, Marginal computation