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. 2022 Jul 22;10:946563. doi: 10.3389/fpubh.2022.946563

Table 2.

Prophet and LSTM parameters and their values.

Method Parameters Values
LSTM Layers 3
No. of neurons {16,32,64}
Learning rate 0.01
Dropout 0.3
Optimizer Adam
Batch size 3
Maximum Epochs 1,000
Activation Function Linear
Prophet Growth Logistic
Changepoint Range 0.8
Holidays CN
Changepoint Prior Scale 0.05