Gaussian-Process Stability-Frontier Expansion / results.json
Mechanism failed
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}