Marketing Analytics, AI and Machine Learning: MACHINE LEARNING MODELS FOR CREDIT SCORING AT HIGHER EDUCATION INSTITUTIONS.

Default is a major problem for private higher education institutions (HEI) and can result in school dropout and loss of revenue. This work aims to propose and test a credit scoring model using machine learning techniques in the private higher education sector, estimating the default risk of each student. [ABSTRACT FROM AUTHOR]