In this time of confinement, universities in the country have seen the need to implement e-learning systems to teach their classes, but perhaps they have not questioned or taken into account the dropout rate in the country in virtual higher education for it, in the country there is a dropout rate of approximately 22% for 2016 in university virtual education for different cases, although over time this modality has been increasing.Student desertion is a reality in the country and is a complex phenomenon. A predictive model can help mitigate and avoid future dropouts, taking historical data...