Borislava Toleva
Biographic Data
| ID | 10121696 |
|---|---|
| NAME | Borislava Toleva |
| GIVEN NAMES | Borislava |
| FAMILY NAME | Toleva |
| SIGNATURE | TOLEVA B |
| AFFILIATIONS | Sofia University "St. Kliment Ohridski" |
| ORCID | 0000-0001-9335-6927 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2025 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
A machine learning and Anova-based approach to model financial predictors for corporate failure in imbalanced dataset
This study meticulously explores the crucial elements precipitating corporate failures in Taiwan during the decade from 1999 to 2009. It proposes a new methodology, combining ANOVA and tuning the parameters of the classification so that its functional form describes the data best. Our analysis reveals the ten paramount factors, including Return on Capital ROA(C) before interest and depreciation, debt ratio percentage, consistent EPS across the la…
No prominent works on this page.
A machine learning and Anova-based approach to model financial predictors for corporate failure in imbalanced dataset
This study meticulously explores the crucial elements precipitating corporate failures in Taiwan during the decade from 1999 to 2009. It proposes a new methodology, combining ANOVA and tuning the parameters of the classification so that its functional form describes the data best. Our analysis reveals the ten paramount factors, including Return on Capital ROA(C) before interest and depreciation, debt ratio percentage, consistent EPS across the la…
Artificial Intelligence (1 work) · Business (1 work) · Computer Science (1 work) · Econometrics (1 work) · Economics (1 work) · Financial Distress and Bankruptcy Prediction (1 work) · Imbalanced Data Classification Techniques (1 work) · Machine learning (1 work)