Table 3. The parameters setting used in this experiment.
Parameter | Value |
---|---|
LSTM layers | 2 (64 units for each) |
Dense layers | 1 (1 unit) |
Optimizer | Adam optimizer (learning rate of 0.001) |
Activation function | ReLU |
Loss function | Mean squared error |
Batch size | 64 |
epochs | 100 |
Validation split | 20% |
Learning rate adjustment | ReduceLROnPlateau |