Lee, Gene Moo; Naughton, James P.; Zheng, Xin; Zhou, Dexin - 2020
We demonstrate the value of machine learning in accounting through a detailed examination of litigation risk, an important and frequently used estimate in the literature. We evaluate a comprehensive set of twelve machine learning techniques and benchmark their performance against the logistic...