Table 4 Hyperparameters used during training.
From: TriSpectraKAN: a novel approach for COPD detection via lung sound analysis
Hyperparameter | Value tested | Final value |
|---|---|---|
Spline order | 3, 5, 7 | 3 |
KAN hidden layer | 128, 384, 769 | 769 |
Batch size | 16, 32, 64 | 32 |
Initial learning rate | 0.01, 0.001, 0.0001 | 0.001 |
Number of epochs | 20, 50, 100 | 50 |
Optimizer | Nadam, Adam | Nadam |
