The emergence of data analytics has fundamentally transformed supply chain management strategies in the global marketplace during past decade. Classification is one most popular methods and receives a great deal attention literature, but there are still some questions concerning performance characteristics different classification methods. This paper analyzes three methods: trees, k-nearest nei...