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. Author manuscript; available in PMC: 2023 May 1.
Published in final edited form as: J Psychopathol Clin Sci. 2022 Feb 24;131(4):341–349. doi: 10.1037/abn0000742

Table 4.

Regularized Classification between Adults with Remitted Depression and Healthy Controls

Model Accuracy ROC AUC Sensitivity SPecificity
LASSO (Geolocation variables) 0.576 0.526 0.522 0.622
LASSO (Clinical variables) 0.625 0.729 0.875 0.375
LASSO (Geolocation and Clinical variables) 0.716 0.776 0.761 0.714

Note. Classification results from regularized regression on select geolocation variables (entropy, circadian routine, average distance traveled, and home stay) and clinical variables (depression and social anxiety symptoms).