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. Author manuscript; available in PMC: 2019 Feb 1.
Published in final edited form as: Control Eng Pract. 2018 Feb;71:129–141. doi: 10.1016/j.conengprac.2017.10.013

Table 7. Glucose prediction accuracy for in silico subjects (Adult 5#, Adolescent 3# and Child 8#).

Subject
No.
Model MARD
(%)
MEAN
±STANDARD
DEVIATION
BG ≤ 70mg/dl BG 70–180mg/dl BG ≥ 180mg/dl

Accurate
(%)
Benign
(%)
Error
(%)
Accurate
(%)
Benign
(%)
Error
(%)
Accurate
(%)
Benign
(%)
Error
(%)
Adult 5# RLS 6.051 7.935+/-6.875 - - - 96.81 2.30 0.88 97.22 2.78 0
EX-RLS 8.977 10.389+/-8.166 - - - 95.74 3.19 1.06 96.67 8.33 0
KRLS 8.344 11.132+/-9.021 - - - 95.74 3.72 0.53 100 0 0
EX-KRLS 6.323 7.644+/-6.469 - - - 96.28 3.55 0.18 100 0 0
Hybrid Model 5.994 7.538+/-6.514 - - - 96.99 2.30 0.71 100 0 0

Adolescent 3# RLS 7.096 10.748+/-9.585 - - - 93.37 5.59 1.04 94.87 3.42 1.71
EX-RLS 5.830 8.369+/-7.561 - - - 94.20 4.35 1.45 97.44 2.56 0
KRLS 6.145 8.902+/-8.244 - - - 93.58 5.38 1.04 95.73 4.27 0
EX-KRLS 6.653 9.146+/-9.066 - - - 93.58 5.38 1.04 95.73 0.85 1.71
Hybrid Model 5.876 8.221+/-7.593 - - - 94.20 4.55 1.24 97.44 2.56 0

Child 8# RLS 7.591 8.134+/-7.982 - - - 93.02 5.62 1.36 94.05 3.57 2.38
EX-RLS 6.551 7.594+/-7.500 - - - 93.02 6.20 0.78 90.48 4.76 4.76
KRLS 8.979 11.360+/-11.147 - - - 93.22 5.62 1.16 95.24 3.57 1.19
EX-KRLS 7.712 10.967+/-11.185 - - - 93.99 4.84 1.16 95.24 3.57 1.19
Hybrid Model 6.598 7.596+/-7.447 - - - 93.41 5.43 1.16 96.43 2.38 1.19