File size: 1,034 Bytes
42f70f4 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 | {
"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
},
"test": {
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"length": 288,
"n_channels": 1,
"mean": 0.5924161382925378,
"std": 0.2992307725948827,
"min": 0.09506250119623819,
"max": 0.9749999996771287
}
}
} |