Establishment of a Financial Crisis Early Warning System for Domestic Listed Companies Based on Three Decision Tree Models
Joint Authors
Yingying-Zhou, Pablo
Xiaoyan-Mo, Pablo
Wang, Gang
Wang, Keming
Source
Mathematical Problems in Engineering
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-10-05
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
The financial crisis is a realistic problem that the general enterprise must encounter in the process of financial management.
Due to the impact of the COVID-19 and the Sino-US trade war, domestic companies with unsound financial conditions are at risk of shutdowns and bankruptcies.
Therefore, it is urgently needed to study the financial warning of enterprises.
In this study, three decision tree models are used to establish the financial crisis early warning system.
These three decision tree models include C50, CART, and random forest decision trees.
In addition, the ROC curve was used for comprehensive evaluation of the accuracy analysis of the model to confirm the predictive ability of each model.
This result can provide reference for domestic financial departments and provide financial management basis for the investing public.
American Psychological Association (APA)
Wang, Gang& Wang, Keming& Yingying-Zhou, Pablo& Xiaoyan-Mo, Pablo. 2020. Establishment of a Financial Crisis Early Warning System for Domestic Listed Companies Based on Three Decision Tree Models. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-7.
https://search.emarefa.net/detail/BIM-1200828
Modern Language Association (MLA)
Wang, Gang…[et al.]. Establishment of a Financial Crisis Early Warning System for Domestic Listed Companies Based on Three Decision Tree Models. Mathematical Problems in Engineering No. 2020 (2020), pp.1-7.
https://search.emarefa.net/detail/BIM-1200828
American Medical Association (AMA)
Wang, Gang& Wang, Keming& Yingying-Zhou, Pablo& Xiaoyan-Mo, Pablo. Establishment of a Financial Crisis Early Warning System for Domestic Listed Companies Based on Three Decision Tree Models. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-7.
https://search.emarefa.net/detail/BIM-1200828
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1200828