| { | |
| "training_timestamp": "2026-04-26T18:16:43.409558+00:00", | |
| "dataset_hash": "29b2fe1ad7f0", | |
| "feature_list": [ | |
| "wave_height_min", | |
| "wave_height_max", | |
| "wave_height_avg", | |
| "swell_height", | |
| "swell_period", | |
| "swell_dir_sin", | |
| "swell_dir_cos", | |
| "wind_speed", | |
| "wind_gust", | |
| "wind_dir_sin", | |
| "wind_dir_cos", | |
| "is_offshore", | |
| "is_light_wind", | |
| "tide_height", | |
| "tide_is_rising", | |
| "wave_energy_proxy", | |
| "wind_wave_interaction", | |
| "swell_wind_ratio", | |
| "hour_sin", | |
| "hour_cos", | |
| "month_sin", | |
| "month_cos", | |
| "day_of_week", | |
| "water_temp", | |
| "air_temp", | |
| "skill_level_encoded" | |
| ], | |
| "best_params": { | |
| "learning_rate": 0.1, | |
| "max_depth": 7, | |
| "max_iter": 500, | |
| "min_samples_leaf": 10 | |
| }, | |
| "cv_r2_mean": 0.9225045207085726, | |
| "val_r2": 0.9695858298539894, | |
| "val_mae": 1.5045618169415615, | |
| "val_rmse": 2.4961378937538616, | |
| "train_rows": 61403, | |
| "val_rows": 13159 | |
| } |