Author: ML Tlachac
Advisor: Elke Rundensteiner
Category: Graduate
Abstract/Description:
Detecting depression, a prevalent and costly issue, is vital for society. As such, I have trained machine learning models to detect depression from crowd-sourced text messages with an F1 score of 0.81. Given the private nature of texts, I’m working on generating anonymous text messages to make this a sustainable solution.