Document details

The power of self-love: an artificial neural network based on neuroscience inference to predict university students self-reported mental health dimensions

Author(s): Fortunato, Álvaro ; Encarnação, Samuel ; Vaz, Paula Marisa Fortunato ; Vaz, Filipe J.A. ; Monteiro, A.M.

Date: 2024

Persistent ID: http://hdl.handle.net/10198/29997

Origin: Biblioteca Digital do IPB

Subject(s): Research Subject Categories::SOCIAL SCIENCES::Social sciences::Psychology; Self-love; Mental Health


Description

Student mental health is a global goal, first because it is health we are talking about and secondly because it has implications in the quality of learning and, consequently, in the adequate preparation of professionals for society. The ANN presented excellent learning performance (> 90%) for all targeted variables, within reasonable to good generalization capacity (60-73%). Finally, the university student’s depressive state was the best-predicted variable (73%).

Document Type Conference poster
Language English
Contributor(s) Biblioteca Digital do IPB
CC Licence
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