Table 4. Hyperparameter search.
Hyperparameter | Random Search | |
---|---|---|
min | max | |
MGP Monte Carlo samples | 4 | 20 |
TCN kernel size | 2 | 6 |
TCN number of Residual Blocks | 2 | 12 |
TCN number of hidden layers | 10 | 55 |
TCN dropout rate | 0 | 0.99 |
TCN L2 regularisation | 0 | 250 |