Application of Machine Learning for the Detection of Depression and Mindfulness as a Mitigation Method
Journal of Computer Science June 1, 2026 Santiago Domingo Moquillaza Henríquez, Liliana Ruth Huamán Rondón, Nestor Marcial Alvarado Bravo et al.
Depression is a global mental health problem with various causes. Nowadays, with Artificial Intelligence, it can be predicted in order to take preventive measures, whether at a psychotherapeutic or pharmacological level. This research, based on a survey conducted, detects depression using logistic regression with a 91% fit to the ROC-AUC model, accuracy of 0.839188, precision 0.851354. In...