Table 1 LSTM hyper-parameter settings.
From: Robust adaptive optimization for sustainable water demand prediction in water distribution systems
Hyper-parameter | Value |
|---|---|
Hidden units | 200 |
Max epochs | 200 |
Optimizer | Adam |
Gradient threshold | 1 |
Initial learn rate | 0.005 |
Learn rate schedule | Piecewise |
Learn rate drop period | 125 |
Learn rate drop factor | 0.2 |
Verbose | 0 |
