{
  "generator": "F4_LogisticMap",
  "family": "F4: Deterministic Chaos",
  "process": "Logistic Map",
  "params": {
    "r": 3.9,
    "burn_in": 1000
  },
  "oracle_method": "Monte Carlo oracle (M=5000 trajectory simulations)",
  "description": "Chaotic discrete-time system x_{t+1} = r*x_t*(1-x_t) in the fully chaotic regime.",
  "L_star_type": "monte_carlo",
  "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": 0.5924293983702104,
      "std": 0.29925084994203566,
      "min": 0.09506250000006836,
      "max": 0.9749999999999815
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    "test": {
      "n_samples": 500,
      "length": 288,
      "n_channels": 1,
      "mean": 0.5924161382925378,
      "std": 0.2992307725948827,
      "min": 0.09506250119623819,
      "max": 0.9749999996771287
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}