Paper Title:
To Construct an Individual Credit Risk Assessment Method
  Abstract

To achieve low costs and better accuracy of individual risk assessments, we constructed a practical method based on multiple classifiers. The method includes many singal classifiers, such as decision trees and the cluster analysis. And we tested it empirically. The result shows that the application of the method can achieve better accuracy than any single classifier of it.

  Info
Periodical
Advanced Materials Research (Volumes 143-144)
Edited by
H. Wang, B.J. Zhang, X.Z. Liu, D.Z. Luo, S.B. Zhong
Pages
116-119
DOI
10.4028/www.scientific.net/AMR.143-144.116
Citation
J. J. Li, L. P. Qin, J. Zhao, "To Construct an Individual Credit Risk Assessment Method", Advanced Materials Research, Vols. 143-144, pp. 116-119, 2011
Online since
October 2010
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: De Qiang Han, Chong Zhao Han, Yong Deng, Yi Yang
Abstract:Multiple classifier fusion is an effective way to improve the classification performance. In this paper, member classifiers are designed...
3220
Authors: Fei Fei Xia, Qi Feng Zhou
Abstract:A new SVM (Support Vector Machine) classifier-combination model, based on Hierarchical Partition approach, for enterprise credit assessment...
57
Authors: Yan Wang, Xiu Xia Wang, Sheng Lai
Abstract:In ensemble learning, in order to improve the performance of individual classifiers and the diversity of classifiers, from the classifiers...
55
Authors: Dech Thammasiri, Phayung Meesad
Chapter 13: Modeling, Analysis and Simulation of Manufacturing Processes
Abstract:In this research we propose an ensemble classification technique based on decision tree, artificial neural network, and support vector...
3682
Authors: Dech Thammasiri, Phayung Meesad
Chapter 17: Metrology and Measurement
Abstract:In this research we propose an ensemble classification technique base on creating classification from a variety of techniques such as...
6572