Fractional Mahalanobis radial head / results.json
Mechanism confirmed, baseline not beaten
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}