Benchmarking Machine Learning Models to Predict Corporate Bankruptcy

Emmanuel Alanis, Sudheer Chava, Agam Shah

Using a comprehensive sample of 2,585 bankruptcies from 1990 to 2019, we benchmark the performance of various machine learning models in predicting financial distress of publicly t…