Corpus ID: 16819724

Implementation of classifiers for choosing insurance policy using decision trees: a case study

  title={Implementation of classifiers for choosing insurance policy using decision trees: a case study},
  author={Chin-Sheng Huang and Yu-Ju Lin and Che-Chern Lin},
  journal={WSEAS Transactions on Computers archive},
  • Chin-Sheng Huang, Yu-Ju Lin, Che-Chern Lin
  • Published 2008
  • Computer Science
  • WSEAS Transactions on Computers archive
  • In this paper, we use decision trees to establish the decision models for insurance purchases. Five major types of insurances are involved in this study including life, annuity, health, accident, and investment-oriented insurances. Four decision tree methods were used to build the decision models including Chi-square Automatic Interaction Detector (CHAID), Exhaustive Chi-square Automatic Interaction Detector (ECHAID), Classification and Regression Tree (CRT), and Quick-Unbiased-Efficient… CONTINUE READING
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