Table 3.

Results individually per patient and averages in predicting glucose levels with a 30- and 60-min prediction horizon respectively

	30-min horizon		60-min horizon
Patient ID	LSTM	t0	LSTM	t0
559	0.178 ± 0.003	0.224	0.331 ± 0.003	0.386
570	0.105 ± 0.002	0.141	0.195 ± 0.004	0.244
588	0.177 ± 0.002	0.214	0.291 ± 0.002	0.349
563	0.176 ± 0.002	0.222	0.293 ± 0.002	0.360
575	0.224 ± 0.004	0.272	0.389 ± 0.005	0.434
591	0.256 ± 0.003	0.299	0.396 ± 0.003	0.478
μ	0.186	0.229	0.316	0.375
σ	± 0.047	± 0.050	± 0.068	± 0.073

The table shows the surveillance error (SE) of the LSTM model trained with NLL. t₀ refers to the naive baseline of predicting the last value