Bankruptcy prediction in chemical industry

被引：3

作者：

Papik, Mario ^{[1
]}

Papikova, Lenka ^{[1
]}

Kajanova, Jana ^{[1
]}

机构：

[1] Comenius Univ, Fac Management, Dept Econ & Finance, Bratislava, Slovakia

来源：

PRZEMYSL CHEMICZNY | 2020年 / 99卷 / 12期

关键词：

DISCRIMINANT-ANALYSIS;

D O I：

10.15199/62.2020.12.14

中图分类号：

O6 [化学];

学科分类号：

0703 ;

摘要：

To assess bankruptcy possibilities, financial statements of 3631 non-bankrupt chem. companies (out of which were 2776 prosperous and 855 grey-zone ones) and 621 bankrupt chem. companies were collected. The chem. bankruptcy cube was developed by random forest method by combining the Altman, Neumaiers and Taffler models. Chem. bankruptcy cube achieved accuracy of 88% for three-class model on testing dataset which was the highest among all tested models.

引用

页码：1762 / 1769

页数：8

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