Displacement-Huber distribution pooling / results.json
Beats tuned baseline
1{
2 "mechanism_checks": {
3 "predicted_transition_T": 1.5,
4 "observed_transition_T_grid": 1.5,
5 "transition_grid_step": 0.25,
6 "max_saturation_curve_error": 5.551115123125783e-17,
7 "predicted_small_shift_error": 0.0,
8 "observed_small_shift_max_error": 0.0,
9 "predicted_outlier_score_limit": 0.3333333333333333,
10 "observed_outlier_score_max": 0.3333333333333333,
11 "checks_pass": true
12 },
13 "classification": {
14 "mean": {
15 "clean_accuracy": 1.0,
16 "corrupt_accuracy": 0.47875,
17 "degradation": 0.52125,
18 "pool_ms_per_sample_clean": 0.03034980125448783,
19 "pool_ms_per_sample_train": 0.027868500001204666
20 },
21 "huber": {
22 "clean_accuracy": 1.0,
23 "corrupt_accuracy": 0.4775,
24 "degradation": 0.5225,
25 "pool_ms_per_sample_clean": 0.9254088112538739,
26 "pool_ms_per_sample_train": 1.0552443216753697
27 },
28 "corruption_rate": 0.5,
29 "huber_over_mean_cost_ratio": 30.49142903751416
30 }
31}