Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
The hyperparameters values of the ML models.
| Decision tree | ||
|---|---|---|
| Best parameter | Significant wave height | Water temperature |
| Criterion | Mae | Mae |
| max_depth | 7 | 10 |
| max_features | Auto | Log2 |
| min_samples_split | 4 | Default |
| Random forest | ||
| Bootstrap | True | True |
| max_depth | 100 | 90 |
| max_features | 3 | 2 |
| min_samples_leaf | 5 | 5 |
| min_samples_split | 8 | 12 |
| n_estimators | 200 | 200 |
|
| ||
| SVR | ||
| C | 100 | 1 |
| Degree | 1 | 1 |
| Gamma | Auto | Default |
| Epsilon | Default | 0.2 |
| Kernel | Poly | Poly |
