Calibrated Compact-Support Anomaly Score / results.json

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 1{
 2  "calibration_rows": [
 3    {
 4      "R2": 7.5,
 5      "gamma": 4.0,
 6      "a": 0.25,
 7      "mean_r2": 5.0025847978264535,
 8      "target_d": 5,
 9      "max_r2": 7.499956543105785,
10      "normalization": 0.9999999999999969,
11      "predicted_boundary_slope": -0.25
12    },
13    {
14      "R2": 11,
15      "gamma": 0.5,
16      "a": 2.0,
17      "mean_r2": 5.003302981053661,
18      "target_d": 5,
19      "max_r2": 10.936748877651661,
20      "normalization": 0.9999999999999998,
21      "predicted_boundary_slope": -2.0
22    },
23    {
24      "R2": 25,
25      "gamma": 0.1111111111111111,
26      "a": 9.0,
27      "mean_r2": 4.9979454999530155,
28      "target_d": 5,
29      "max_r2": 19.10015915919383,
30      "normalization": 1.0000000000000036,
31      "predicted_boundary_slope": -9.0
32    },
33    {
34      "R2": 85,
35      "gamma": 0.02564102564102564,
36      "a": 39.0,
37      "mean_r2": 4.999622650931817,
38      "target_d": 5,
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40      "normalization": 1.0000000000000293,
41      "predicted_boundary_slope": -39.0
42    }
43  ],
44  "boundary": {
45    "sweep": [
46      {
47        "R2": 7.5,
48        "predicted_slope": -0.25,
49        "observed_slope": -0.250000007573468,
50        "abs_error": 7.573468019383967e-09
51      },
52      {
53        "R2": 11,
54        "predicted_slope": -2.0,
55        "observed_slope": -1.9999999317053787,
56        "abs_error": 6.829462129154251e-08
57      },
58      {
59        "R2": 25,
60        "predicted_slope": -9.0,
61        "observed_slope": -9.000000249645597,
62        "abs_error": 2.496455966394251e-07
63      },
64      {
65        "R2": 85,
66        "predicted_slope": -39.0,
67        "observed_slope": -39.000001169550735,
68        "abs_error": 1.1695507353692847e-06
69      }
70    ],
71    "outside_is_infinite": true
72  },
73  "affine_max_abs_radius_error": 7.105427357601002e-15,
74  "ood": {
75    "gaussian_auc": 0.7884644375000001,
76    "compact_auc": 0.7884644375000001,
77    "gaussian_anomaly_accept_rate_at_95pct_nominal": 0.5445,
78    "compact_anomaly_accept_rate_at_95pct_nominal": 0.5445
79  }
80}