SSRNRisk, Credit & Banking

Re-examining Standard Changes in U.S. Corporate Credit Rating via Machine Learning

Machine learning reveals an N-shaped pattern in corporate credit rating standards from 1986 to 2016, with the Gradient Boosting Machine model predicting actual credit ratings better than traditional regression models.