File size: 1,049 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": "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": {
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"length": 288,
"n_channels": 1,
"mean": 0.001969728705502227,
"std": 0.9978337012291862,
"min": -4.83969901118161,
"max": 4.233327223731424
},
"test": {
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"length": 288,
"n_channels": 1,
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"std": 0.9871983527212738,
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}
} |