Xiaofei Wang, Xinyi Zhang, Xinhe Xu. Comparison of Multi-Factor-Considered Blood Glucose Prediction Models by Near-Infrared Spectroscopy[J]. Laser & Optoelectronics Progress, 2019, 56(4): 041701
- Laser & Optoelectronics Progress
- Vol. 56, Issue 4, 041701 (2019)
Fig. 1. Experiment scheme for measuring blood glucose
Fig. 2. RBF modeling results with non-measurement-component considered. (a) Predicted values and true values; (b) relative errors
Fig. 3. Linear kernel function modeling results with non-measurement-component considered. (a) Predicted values and true values; (b) relative errors
Fig. 4. Modeling results without non-measurement-component considered. (a) Predicted values and true values; (b) relative errors
Fig. 5. Relative errors of SVM model
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Table 1. Model parameters
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