2025. From Play to Prediction: Assessing Depression and Anxiety in Players Behavior with Machine Learning Models. International Journal of Serious Games. 12, 1 (Feb. 2025), 83–102. DOI:https://doi.org/10.17083/ijsg.v12i1.897.