data can be preprocessed using a discretization method called the Optimal Equal Width Binning and an over … model improves significantly when the discretization and over-sampling methods are applied. …

, for some technological reasons often we can only obtain the continuous value in the real world. Therefore, discretization … has played an important role in data mining. Discretization is defined as the process of mapping the continuous attribute … proposed a discretization method on the basis of a Univariate Marginal Distribution Algorithm (UMDA). The UMDA is a combination …