Establishment of the Credit Indicator System of Micro Enterprises Based on Support Vector Machine and R-Type Clustering
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-04-08
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
The micro enterprises’ credit indicators with credit identification ability are selected by the two classification models of Support Vector Machine for the first round of indicator selection and then for the second round of indicator selection, deleting credit indicators with redundant information by clustering variables through the principle of minimum sum of deviation squares.
This paper provides a screening model for credit evaluation indicators of micro enterprises and uses credit data of 860 micro enterprises samples in Inner Mongolia in western China for application analysis.
The test results show that, first, the constructed final micro enterprises’ credit indicator system is in line with the 5C model; second, the validity test based on the ROC (Receiver Operating Characteristic) curve reveals that each of the screened credit evaluation indicators is valid.
American Psychological Association (APA)
Li, Zhan-jiang& Yang, Chengrong. 2018. Establishment of the Credit Indicator System of Micro Enterprises Based on Support Vector Machine and R-Type Clustering. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1208371
Modern Language Association (MLA)
Li, Zhan-jiang& Yang, Chengrong. Establishment of the Credit Indicator System of Micro Enterprises Based on Support Vector Machine and R-Type Clustering. Mathematical Problems in Engineering No. 2018 (2018), pp.1-11.
https://search.emarefa.net/detail/BIM-1208371
American Medical Association (AMA)
Li, Zhan-jiang& Yang, Chengrong. Establishment of the Credit Indicator System of Micro Enterprises Based on Support Vector Machine and R-Type Clustering. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1208371
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1208371