...Gianluca Gabrielli; Andrea Melioli; Flavio Bertini Purpose This study aims to evaluate the efficacy of modern machine learning classifiers, random forest, gradient boosting trees, decision trees, support vector machines and logistic regression, in forecasting corporate bankruptcy among Italian...