Cut-Aware Augmentation Filtering / results.json

Mechanism confirmed, baseline not beaten

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 1{
 2  "math_check": {
 3    "good_cut": 0.0,
 4    "bad_cut": 0.59999999999998,
 5    "q_beta10": [
 6      0.9975273768433647,
 7      0.002472623156635267
 8    ],
 9    "scale_invariance_error": 1.7208456881689926e-14
10  },
11  "policy_cuts": [
12    0.0037992509106986286,
13    0.040522203081080184,
14    0.6662467369718987
15  ],
16  "cut_weights": [
17    0.6082893585642984,
18    0.3914959855673005,
19    0.00021465586840112524
20  ],
21  "results": {
22    "uniform": {
23      "accuracy": 0.9888888888888889,
24      "labeled_accuracy": 1.0,
25      "graph_reg": 0.4418620765209198,
26      "q": [
27        0.3333333333333333,
28        0.3333333333333333,
29        0.3333333333333333
30      ],
31      "pred_cut_uniform_graph": 0.24893365072217274
32    },
33    "cut": {
34      "accuracy": 1.0,
35      "labeled_accuracy": 1.0,
36      "graph_reg": 0.03228388726711273,
37      "q": [
38        0.6082893585642984,
39        0.3914959855673005,
40        0.00021465586840112524
41      ],
42      "pred_cut_uniform_graph": 0.017602927807627754
43    }
44  }
45}