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 |