| { | |
| "generator": "F5_GP_RBF", | |
| "family": "F5: Gaussian Process", | |
| "process": "GP with RBF (Squared Exponential) kernel", | |
| "params": { | |
| "length_scale": 0.3, | |
| "variance": 1.0 | |
| }, | |
| "oracle_method": "Kriging closed-form posterior", | |
| "description": "Smooth, infinitely differentiable GP sample paths. Lengthscale controls correlation range.", | |
| "L_star_type": "analytic", | |
| "data_config": { | |
| "context_length": 192, | |
| "horizon": 96, | |
| "total_length": 288, | |
| "n_channels": 1, | |
| "n_train": 10000, | |
| "n_test": 500, | |
| "seed_train": 42, | |
| "seed_test": 9999 | |
| }, | |
| "statistics": { | |
| "train": { | |
| "n_samples": 10000, | |
| "length": 288, | |
| "n_channels": 1, | |
| "mean": 0.001969728705502227, | |
| "std": 0.9978337012291862, | |
| "min": -4.83969901118161, | |
| "max": 4.233327223731424 | |
| }, | |
| "test": { | |
| "n_samples": 500, | |
| "length": 288, | |
| "n_channels": 1, | |
| "mean": 0.05433512962281613, | |
| "std": 0.9871983527212738, | |
| "min": -3.1667610884953863, | |
| "max": 3.7823321405170387 | |
| } | |
| } | |
| } |