TITLE:
Integrated Learning-Based SME Credit Rating
AUTHORS:
Limei Wang, Zhe Wang, Yu Hu, Tian Bai
KEYWORDS:
SME; Ensemble Learning; Credit Rating
JOURNAL NAME:
Open Journal of Social Sciences,
Vol.2 No.4,
April
18,
2014
ABSTRACT: SME Credit rating index system becomes a significant research topic in recent years. So many researches have focused on this topic. However, the existing researches are only focused on one aspect of the SME Credit Rating problem. In order to resolve this problem, in this paper, we use the idea of ensemble learning, which integrated several basic machine learning algorithms to improve the learning result. Through further amendments, we build a set of SME corporate credit evaluation models which have higher forecast accuracy and stronger anti-jamming capability. Finally, we prove the effectiveness of our model through carrying out a set of experiments.