Chinese Journal of Management Science ›› 2009, Vol. 17 ›› Issue (1): 113-118.
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XU Xiao-yan, LI Tao, CHEN Hua
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Abstract: Small-mediument erprises(SMEs) play an important role in regional and national economy By analyzing the business characteristics of SMEs, this paper presents an attribute system for SME financial-failure prediction, and then develops a SME financial failure prediction method based on Data Envelopment Analysis(DEA) and Support Vector Machine(SV M) Compared with the generalattribute system offi-ancial failure prediction, the main difference of the proposed attribute system is that the business efficiency is included. We collect historical data of 70 SMEs from a financing support organization in Anhui province, and apply the proposed method to the historical data of the 70 SMEs Experiment results conform the efficacy of the proposed method.
Key words: financial failure prediction, attr ibute system, efficiency, small-medium-enterprise, support vector machin
CLC Number:
F2249
XU Xiao-yan, LI Tao, CHEN Hua. Small-Medium-Enterprise Financial Failure Prediction Considering Efficiency[J]. Chinese Journal of Management Science, 2009, 17(1): 113-118.
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