Neural Model Based Approach for Loan Evaluation

Abstract

In this paper, the authors analyze the loan evaluation problem in India. They give a hierarchical decomposition of this problem which facilitates a functional fit of suitable architectures. After motivating the need for a neural approach, they propose a mixed-network architecture that consists partly of expert-system and partly of hybrid neural net independently and justify the need for such a mixed approach at appropriate places.