Keito R. Yoneyama

Assessing The Reliability Of Machine Learning Models In Classifying Depression Severity Using Facebook Text

It is demonstrated that machine learning algorithms can serve as effective tools for classifying Facebook text into varying levels of depression severity, but challenges such as class imbalance, limited data availability, and discrepancies between self-assessment results and online behavior indicate that further resear...