Calibrated Compact-Support Anomaly Score / results.json
Failed on benchmark
1{
2 "calibration_rows": [
3 {
4 "R2": 7.5,
5 "gamma": 4.0,
6 "a": 0.25,
7 "mean_r2": 5.0025847978264535,
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12 },
13 {
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20 "normalization": 0.9999999999999998,
21 "predicted_boundary_slope": -2.0
22 },
23 {
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25 "gamma": 0.1111111111111111,
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30 "normalization": 1.0000000000000036,
31 "predicted_boundary_slope": -9.0
32 },
33 {
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41 "predicted_boundary_slope": -39.0
42 }
43 ],
44 "boundary": {
45 "sweep": [
46 {
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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}