{
  "generator": "F5_GP_Matern",
  "family": "F5: Gaussian Process",
  "process": "GP with Matern-3/2 kernel",
  "params": {
    "length_scale": 0.3,
    "nu": 1.5,
    "variance": 1.0
  },
  "oracle_method": "Kriging closed-form posterior",
  "description": "GP with once-differentiable sample paths (nu=1.5). More realistic than RBF for physical processes.",
  "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": 0.0050898633078428806,
      "std": 0.9984140215711862,
      "min": -5.166886133556839,
      "max": 4.395280240889112
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    "test": {
      "n_samples": 500,
      "length": 288,
      "n_channels": 1,
      "mean": 0.026336263169737983,
      "std": 0.983687702868142,
      "min": -4.042134325900991,
      "max": 3.79917490933677
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}