An ordered preprocessing scheme for data mining

Data preprocessing plays an important role in many processes of data mining. The practice widely adopted in this area is only to use a preprocessing method like discretization. In this paper we propose an ordered scheme to combine various important methods of data preprocessing. The aim is to increase the accuracy of the most used classification algorithms. The experimental results showed that our proposed scheme is better than the classical scheme.