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. Author manuscript; available in PMC: 2021 Feb 17.
Published in final edited form as: Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:2887–2891. doi: 10.1109/EMBC.2017.8037460

TABLE III.

RMSE results for the TPM model on the last 20 points, 60 minute predictions, for various sizes of the training data.

Pretraining 1 week 2 weeks 4 weeks all weeks
With 39.6 37.8 40.5 39.3
Without 45.8 43.8 41.9 41.5