Poisson-Kernel Random Attractor Regularizer / toy_results.json

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  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}