Displacement-Huber distribution pooling / results.json

✓✓ Beats tuned baseline

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 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}