Poisson-Kernel Random Attractor Regularizer / toy_results.json
Failed on benchmark
1{
2 "normalization": [
3 {
4 "r": 0,
5 "integral": 1.0,
6 "error": 0.0
7 },
8 {
9 "r": 0.2,
10 "integral": 1.0,
11 "error": 0.0
12 },
13 {
14 "r": 0.5,
15 "integral": 1.0000000000000002,
16 "error": 2.220446049250313e-16
17 },
18 {
19 "r": 0.8,
20 "integral": 0.9999999999999991,
21 "error": 8.881784197001252e-16
22 },
23 {
24 "r": 0.95,
25 "integral": 1.000000000000022,
26 "error": 2.19824158875781e-14
27 }
28 ],
29 "contraction": [
30 {
31 "q": 0.2,
32 "predicted_log_slope": -1.6094379124341003,
33 "observed_log_slope": -1.6094379115815634,
34 "relative_error": 5.29710977574285e-10,
35 "error_K1": 0.07513321502504734,
36 "error_K12": 1.5387282814513952e-09
37 },
38 {
39 "q": 0.5,
40 "predicted_log_slope": -0.6931471805599453,
41 "observed_log_slope": -0.6931471805599542,
42 "relative_error": 1.2813706015259671e-14,
43 "error_K1": 0.18783303756261838,
44 "error_K12": 9.171535037234831e-05
45 },
46 {
47 "q": 0.8,
48 "predicted_log_slope": -0.2231435513142097,
49 "observed_log_slope": -0.2231435513142096,
50 "relative_error": 4.975375797716176e-16,
51 "error_K1": 0.3005328601001894,
52 "error_K12": 0.025815576110073207
53 }
54 ],
55 "likelihood": [
56 {
57 "r": 0,
58 "pk_nll": -0.0,
59 "uniform_nll": 0.0,
60 "pk_minus_uniform": -0.0
61 },
62 {
63 "r": 0.2,
64 "pk_nll": -0.040533486181156334,
65 "uniform_nll": 0.0,
66 "pk_minus_uniform": -0.040533486181156334
67 },
68 {
69 "r": 0.5,
70 "pk_nll": -0.2873012173898093,
71 "uniform_nll": 0.0,
72 "pk_minus_uniform": -0.2873012173898093
73 },
74 {
75 "r": 0.8,
76 "pk_nll": -1.0219126501075335,
77 "uniform_nll": 0.0,
78 "pk_minus_uniform": -1.0219126501075335
79 }
80 ],
81 "kl": [
82 {
83 "r": 0,
84 "empirical_to_pk": 0.0001218988372733076,
85 "empirical_to_uniform": 0.0001218988372733076
86 },
87 {
88 "r": 0.2,
89 "empirical_to_pk": 0.000122082190330539,
90 "empirical_to_uniform": 0.04058100614145779
91 },
92 {
93 "r": 0.5,
94 "empirical_to_pk": 0.00012368015780408505,
95 "empirical_to_uniform": 0.2867618449658217
96 },
97 {
98 "r": 0.8,
99 "empirical_to_pk": 0.0002914494070245851,
100 "empirical_to_uniform": 1.014615622911803
101 }
102 ],
103 "summary": {
104 "max_normalization_error": 2.19824158875781e-14,
105 "contraction_relative_errors": [
106 5.29710977574285e-10,
107 1.2813706015259671e-14,
108 4.975375797716176e-16
109 ],
110 "pk_nll_becomes_more_negative_with_radius": true
111 }
112}