Purpose By combining the notion of prospect theory with advanced machine learning algorithms, this study aims to … investigation, we compared the prediction accuracy of various machine learning algorithms. Findings Our findings suggest that out of … 12 machine learning algorithms, AdaBoost, Gradient Boosting and XGBoost have the most precision in predicting whether FIs …

December 28, 2018, and December 31, 2020, by performing machine learning algorithms and Ordinary Least Square. The empirical …