Classification of whether recovery of non-performing loans NPL is zero or positive is not only important in management of non-performing loans, but also is essential for estimating recovery rate and implementing the new Basel Capital Accord. Based on the largest database of NPL’s recovering information in China, this paper tries to establish discriminant models to predict the loan with zero rec...