Gram-Whitened Directional Pooling / results.json

Mechanism confirmed, baseline not beaten

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 1{
 2  "mechanism": {
 3    "prediction_pou_max_error": 3.3306690738754696e-16,
 4    "prediction_projection_energy_le_signal": true,
 5    "signal_energy": 0.845,
 6    "projection_energy": 0.2967364854386762,
 7    "projection_identity_abs_error": 9.43689570931383e-16,
 8    "lambdas": [
 9      0.0,
10      1e-05,
11      0.001,
12      0.01,
13      0.1,
14      1.0,
15      10.0,
16      100.0,
17      1000.0
18    ],
19    "ridge_energies": [
20      0.2967364854386762,
21      0.2966012900200329,
22      0.28452280843778466,
23      0.22928574451071587,
24      0.12921033860516487,
25      0.02918106854360849,
26      0.0033686423442795617,
27      0.0003422204317073356,
28      3.4276633473005675e-05
29    ],
30    "prediction_ridge_monotone": true,
31    "ridge_asymptotic_predicted_lambdaE": 0.03428271084903095,
32    "ridge_asymptotic_observed_lambdaE_at_1000": 0.03427663347300568,
33    "atom_counts": [
34      2,
35      3,
36      4,
37      6,
38      8,
39      12,
40      16,
41      24,
42      32
43    ],
44    "captured_energy": [
45      3.6563266463535034e-32,
46      0.12706818254243452,
47      0.7020533756046247,
48      0.6633013748652381,
49      0.7244065839620452,
50      0.8425860329060639,
51      0.844999922189091,
52      0.8449999916120076,
53      0.8450000371311481
54    ],
55    "gram_condition_number": 37.87384427748865,
56    "energy_fraction": 0.3511674383889659
57  },
58  "classification": {
59    "raw_soft_pool_accuracy": 0.5854166666666667,
60    "gram_whitened_accuracy": 0.5854166666666667,
61    "n_test": 480
62  }
63}