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.

ModelsParametersValues

IBFO-GRUNumber of hidden layer neurons4
Hidden size4
Learning rate0.0038
Number of iterations95

IBFO-LSTMHidden size3
Number of hidden layer neurons2
Learning rate0.0042
Number of iterations79

IBFO-RNNNumber of hidden layer neurons4
Hidden size3
Learning rate0.0001
Number of iterations65