Table 3 The presentation of Hyper-parameters used in the LSTM.
From: Integrating numerical models with deep learning techniques for flood risk assessment
Algorithm | Parameters | |
|---|---|---|
LSTM | Hyperparameter | Value |
Input size | 1 | |
Output size | 1 | |
Hidden layers | 4 | |
Hidden nodes | 200-100-80-30 | |
Learning rate | 0.001 | |
Batch size | 2 | |
Epochs | 100-80-50 | |
Time steps | 1, 2, …, 2000 | |
