Private spectral whitening front-end / results.json

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 1{
 2  "math": {
 3    "fft_identity_max_error": 1.1102230246251565e-16,
 4    "exact_filter_spectrum_cv": 0.08873565094161139
 5  },
 6  "heldout_ar1": {
 7    "raw": {
 8      "lag_autocorr_energy": 0.18994623026781723,
 9      "mean_abs_lag1_10": 0.3560916119722058,
10      "periodogram_cv": 2.2066305400274415
11    },
12    "nonprivate": {
13      "lag_autocorr_energy": 0.001503092428571437,
14      "mean_abs_lag1_10": 0.03426314727220894,
15      "periodogram_cv": 0.2531669292809662
16    },
17    "private_alpha1": {
18      "lag_autocorr_energy": 0.03693868545617461,
19      "mean_abs_lag1_10": 0.13739205706671404,
20      "periodogram_cv": 0.9081706821851712
21    },
22    "private_alpha4": {
23      "lag_autocorr_energy": 0.028024983043283984,
24      "mean_abs_lag1_10": 0.11439838670024731,
25      "periodogram_cv": 0.7830045265036181
26    }
27  },
28  "alpha_probe_mse": {
29    "0.5": 11.881979098960153,
30    "1.0": 4.6171455666074035,
31    "2.0": 2.657166745591543,
32    "4.0": 2.16066799055197
33  },
34  "alpha_0.5_to_alpha_4_mse_ratio": 5.4992155902327005,
35  "config": {
36    "T": 64,
37    "train_sequences": 512,
38    "test_sequences": 512,
39    "phi": 0.85,
40    "B": 2.5,
41    "epsilon": 0.05,
42    "seed": 145,
43    "noise": "Gaussian sigma=2*B^2/alpha"
44  }
45}