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. Author manuscript; available in PMC: 2022 Mar 14.
Published in final edited form as: Proc ACM Interact Mob Wearable Ubiquitous Technol. 2021 Sep 14;5(3):102. doi: 10.1145/3478107

Table 12.

CTA-TCN model performance with different choices of loss function for opioid moment prediction

Loss function NMAE (%) R 2
Weighted Kappa 8.6±2.4 0.85
RMSE 14.8±2.9 0.72
Multi-class cross entropy 18.2± 3.1 0.63