| { | |
| "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": { | |
| "n_samples": 500, | |
| "length": 288, | |
| "n_channels": 1, | |
| "mean": 0.5924161382925378, | |
| "std": 0.2992307725948827, | |
| "min": 0.09506250119623819, | |
| "max": 0.9749999996771287 | |
| } | |
| } | |
| } |