Research on Commercial Bank's Performance Appraisal Based on K-Means

被引:0
作者
Ye, Wang [1 ,2 ]
Chong, Xiao [1 ]
Xin, Liu [3 ]
机构
[1] Tianjin Normal Univ, Sch Management, Tianjin, Peoples R China
[2] Tianjin Univ Finance & Econ, Postdoctoral Res Stn, Tianjin 300222, Peoples R China
[3] Tianjin Univ Technol & Educ, Tianjin 300222, Peoples R China
来源
PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON PUBLIC ECONOMICS AND MANAGEMENT (ICPEM 2009), VOL 5: STATISTICS AND METHODOLOGY | 2009年
关键词
commercial bank; performance; silhouette coefficient; k-means; cluster analysis;
D O I
暂无
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Based on the management data of our country's twelve commercial banks, this paper first used the two indexes of minimum square sum of error (SSE) and silhouette coefficient to determine the optimum cluster number, and then it did cluster analysis of each bank's performance by using K-means. The paper at last gave a solution on the determination of the optimum hierarchy number in commercial banks' performance appraisal, which has high referential value.
引用
收藏
页码:335 / 339
页数:5
相关论文
共 4 条
[1]  
[Anonymous], 2006, Introduction to Data Mining
[2]  
Berkhin P., 2002, SURVEY CLUSTERING DA
[3]  
Rose Peter S., 2001, Commercial Bank Management
[4]  
SUN JG, 2004, COMPREHENSIVE EVALUA