arXiv subjects

Sukree Sinthupinyo

Publications and source records attributed to Sukree Sinthupinyo.

2 recordsLinked to original sources

arXiv2012

Ordinal Classification Method for the Evaluation Of Thai Non-life Insurance Companies

This paper proposes a use of an ordinal classifier to evaluate the financial solidity of non-life insurance companies as strong, moderate, weak, and insolvency. This study constructed an efficient classification model that can be used by regulators to evaluate the financial solidity and to determine the priority of further examination as an early warning system. The proposed model is beneficial to policy-makers to create guidelines for the solvency regulations and roles of the government in protecting the public against insolvency.

q-fin.RM↗

arXiv2012

Using Decision Tree Learner to Classify Solvency Position for Thai Non-life Insurance Companies

This paper introduces a Decision Tree Learner as an early warning system for classification of the non-life insurance companies according to their financial solid as strong, moderate, weak, or insolvency. In this study, we ran several experiments to show that the proposed model can achieve a good result using standard 10 fold crossvalidation, split train and test data set, and separated test set. The results show that the method is effective and can accurately classify the solvency position.

q-fin.RM↗