Table 3 Results of the energy comparison algorithm.

From: Anomaly detection in urban lighting systems using autoencoder and transformer algorithms

Hyperparameter

Value

Output space

32

Sequence length

96

Batch size

1

Activation function

Rectified Linear Unit (ReLU).

Loss function

Mean Absolute Error (MSE)

Optimizer

Adaptive Moment Estimation (Adam)

Dropout

None