Table 7.
The value range and distribution of hyperparameters.
| Hyperparameters | Var Min | Var Max | Probability distribution |
|---|---|---|---|
| K | 1 | 20 | Uniform distribution |
| T | 1 | 20 | Uniform distribution |
| λ | 1 | 20 | Uniform distribution |
The three hyperparameters were assigned a uniform distribution, and each parameter was sampled 100 times. As K is required to be a positive integer, it was pre-converted from a floating-point format before being applied to the ALHK model.