Table 4 Search space for hyperparameters of the TCN-KAN network.

From: Deep insight: an efficient hybrid model for oil well production forecasting using spatio-temporal convolutional networks and Kolmogorov–Arnold networks

Hyperparameter

Search space

Batch size

2–8

Window size

2–8

Hidden layers (KAN)

1–4

Number of neurons (KAN)

20–160

Kernel size (TCN)

1–4

Number of kernels (TCN)

3–9

Back to article page