Fractional Mahalanobis radial head / results.json

Mechanism confirmed, baseline not beaten

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 1{
 2  "device": "cuda",
 3  "math_check": {
 4    "basis_max_abs_error_t_1e-4_to_100": 0.09744001577278993,
 5    "basis_rmse_t_1e-4_to_100": 0.039180622365950775,
 6    "cholesky_vs_inverse_abs_error": 4.440892098500626e-16,
 7    "all_basis_radii_finite": true
 8  },
 9  "datasets": {
10    "gaussian": {
11      "qda_frozen": {
12        "test_logloss": 0.3011459410190582,
13        "test_accuracy": 0.8700000047683716
14      },
15      "linear": {
16        "test_logloss": 0.40167203545570374,
17        "test_accuracy": 0.8726666569709778
18      },
19      "mlp": {
20        "test_logloss": 0.30251815915107727,
21        "test_accuracy": 0.8713333010673523
22      },
23      "fractional_radial": {
24        "test_logloss": 0.30140215158462524,
25        "test_accuracy": 0.8693333268165588,
26        "max_radius_test": 24.735952377319336
27      }
28    },
29    "student": {
30      "qda_frozen": {
31        "test_logloss": 0.5266308784484863,
32        "test_accuracy": 0.8119999766349792
33      },
34      "linear": {
35        "test_logloss": 0.5224747657775879,
36        "test_accuracy": 0.8193333148956299
37      },
38      "mlp": {
39        "test_logloss": 0.4326283633708954,
40        "test_accuracy": 0.8233333230018616
41      },
42      "fractional_radial": {
43        "test_logloss": 0.42852896451950073,
44        "test_accuracy": 0.8219999670982361,
45        "max_radius_test": 84.57101440429688
46      }
47    }
48  }
49}