Table 7 Hyperparameters of the tsformer.

From: Time series transformer for tourism demand forecasting

Hyperparameter

Dataset

Jiuzhaigou Valley

Siguniang Mountain

Encoder input length

7

7

Decoder input length\({d_{model}}\)

Heads

Learning rate

Encoder layers

Decoder layers

Feed-forward dimension

Dropout

5

32

4

3e-3

4

4

64

0.1

5

32

4

5e-3

1

1

128

0.1