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Journal of Healthcare Engineering
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Journal of Healthcare Engineering
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2022
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Article
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Tab 3
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Research Article
[Retracted] Optimization and Evaluation of an Intelligent Short-Term Blood Glucose Prediction Model Based on Noninvasive Monitoring and Deep Learning Techniques
Table 3
The optimized model’s structure and its superparameters by using IBFO.
Models
Parameters
Values
IBFO-GRU
Number of hidden layer neurons
4
Hidden size
4
Learning rate
0.0038
Number of iterations
95
IBFO-LSTM
Hidden size
3
Number of hidden layer neurons
2
Learning rate
0.0042
Number of iterations
79
IBFO-RNN
Number of hidden layer neurons
4
Hidden size
3
Learning rate
0.0001
Number of iterations
65