Bankruptcy prediction using synthetic sampling
The prediction of corporate bankruptcy has been widely studied. However, low bankruptcy rates lead to highly imbalanced bankruptcy class distributions, increasing the difficulty of accurately predicting a firm’s bankruptcy. Based on a large sample of 1824 U.S. firms, the study shows that classificat...
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| Format: | Article |
| Language: | English |
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Elsevier
2022-09-01
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| Series: | Machine Learning with Applications |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2666827022000494 |