Gaussian-Process Stability-Frontier Expansion / results.json

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 1{
 2  "analytic_frontier": 1.2909944487358054,
 3  "identity_max_abs_error": 1.7763568394002505e-15,
 4  "frontier_sweep": [
 5    {
 6      "a": 0.6,
 7      "b": 0.08,
 8      "predicted_r": 2.23606797749979,
 9      "observed_r": 2.2361067733374362,
10      "abs_error": 3.8795837646432574e-05
11    },
12    {
13      "a": 0.7,
14      "b": 0.1,
15      "predicted_r": 1.7320508075688774,
16      "observed_r": 1.7320943113196663,
17      "abs_error": 4.3503750788875806e-05
18    },
19    {
20      "a": 0.8,
21      "b": 0.12,
22      "predicted_r": 1.2909944487358054,
23      "observed_r": 1.290996576791415,
24      "abs_error": 2.1280556097291736e-06
25    },
26    {
27      "a": 0.9,
28      "b": 0.2,
29      "predicted_r": 0.7071067811865475,
30      "observed_r": 0.7071995076733721,
31      "abs_error": 9.27264868246791e-05
32    }
33  ],
34  "margin_scaling": {
35    "b_values": [
36      0.04,
37      0.08,
38      0.12,
39      0.16,
40      0.2
41    ],
42    "margins": [
43      0.271595452975,
44      0.21593861189999985,
45      0.15792947677500013,
46      0.09756804760000004,
47      0.03485432437500002
48    ],
49    "linear_r2": 0.9994474344853623,
50    "slope": -1.4796320537499994
51  },
52  "policies": {
53    "uniform": {
54      "first_frontier_query": 17,
55      "boundary_fraction": 0.075,
56      "queries": 40,
57      "mean_frontier_distance": 0.370222517522704
58    },
59    "random_shell": {
60      "first_frontier_query": 17,
61      "boundary_fraction": 0.075,
62      "queries": 40,
63      "mean_frontier_distance": 0.370222517522704
64    },
65    "gp_boundary": {
66      "first_frontier_query": 18,
67      "boundary_fraction": 0.075,
68      "queries": 40,
69      "mean_frontier_distance": 0.36939770243918035
70    }
71  }
72}