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. Author manuscript; available in PMC: 2022 Sep 1.
Published in final edited form as: IEEE J Biomed Health Inform. 2022 Aug 11;26(8):4281–4290. doi: 10.1109/JBHI.2022.3167314

TABLE II.

Comparison of the Accuracy Across Different Recommendation Systems for the mHealth Data

Method top-1 Accuracy top-5 Accuracy top-10 Accuracy
GRU4REC 7.89% 22.74% 40.04%
Pooling 8.83% 41.16% 50.38%
CNN 12.97% 33.83% 53.00%
Mixture 5.45% 20.48% 40.41%
Baseline (Demographic) 63.78% 92.19% 97.33%