Table 7 Hyperparameters of TCN-KAN.

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

Models

Hidden layers

No. of neurons

kernel size

No. of kernel

Batch size

Window size

TCN-KAN

3

40

3

{9,6,6}

8

4

GA-TCN-KAN

3

83

3

{8,6,8}

4

4

PSO-TCN-KAN

3

101

3

{8,6,9}

5

4

WOA-TCN-KAN

3

117

3

{9,6,9}

5

4

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