Table 4.

Results of the test of all three configurations. The results of the performed tests are reported in terms of the average RMSE (mg/dL). For each patient, we report whether they performed aerobic (AE) or anaerobic (AN) exercise. The results were calculated both for the total number of days and only for the CGM forecasts actually associated with physical activity (PA). For the latter, in addition to the total average, the average of the RMSEs associated only with anaerobic and aerobic PA is also reported.

Patient ID and PA Type	Total Days Offline	Total Days Online	Total Days Online Penalty	PA Offline	PA Online	PA Online Penalty
Patient 1—AN	22.0	22.0	23.0	23.2	23.3	24.2
Patient 2—AN	20.7	20.1	21.1	21.6	21.0	22.2
Patient 3—AN	25.1	24.2	26.0	17.8	18.9	17.3
Patient 4—AE	22.8	22.8	21.7	29.6	30.2	28.7
Patient 5—AE	29.0	29.7	27.8	23.7	24.7	22.4
Patient 6—AE	29.9	28.3	28.5	25.6	25.2	28.5
Average RMSE	24.9	24.5	24.6	23.5	23.9	23.9
Average RMSE—AN	-	-	-	20.8	21.1	21.2
Average RMSE—AE	-	-	-	26.3	26.7	26.5