GECC-Gated Loop-Aware Message Passing / results.json

Mechanism confirmed, baseline not beaten

Raw ⬇ ZIP
 1{
 2  "math_verification": {
 3    "closure_sweep": {
 4      "k": 6,
 5      "rows": [
 6        [
 7          0,
 8          0.2857142857142653,
 9          0.2857142857142857
10        ],
11        [
12          1,
13          0.42857142857139796,
14          0.42857142857142855
15        ],
16        [
17          2,
18          0.5714285714285307,
19          0.5714285714285714
20        ],
21        [
22          3,
23          0.7142857142856632,
24          0.7142857142857143
25        ],
26        [
27          4,
28          0.8571428571427959,
29          0.8571428571428571
30        ]
31      ],
32      "max_abs_error": 6.117328865684613e-14,
33      "observed_slope": 0.14285714285713252,
34      "predicted_slope": 0.14285714285714285
35    },
36    "gate_sweep": {
37      "a0": -1.2,
38      "a1": 4.0,
39      "a2": 0.7,
40      "r": 0.08,
41      "predicted_C_at_alpha_half": 0.286,
42      "observed_C_at_alpha_half": 0.29,
43      "monotone_in_C": true,
44      "alpha_at_0": 0.24158671334416873,
45      "alpha_at_1": 0.9456280030042419
46    },
47    "update_sweep": {
48      "predicted_slope_coordinate0": -1.5,
49      "observed_slope_coordinate0": -1.499999999999999,
50      "endpoint_error": 0.0
51    }
52  },
53  "mini_experiment": {
54    "n": 48,
55    "edges": 215,
56    "mean_C_directed": 0.44528704408397235,
57    "train_nodes": 24,
58    "baseline_error_all_and_test": [
59      0.0833333358168602,
60      0.1666666716337204
61    ],
62    "idea_error_all_and_test": [
63      0.02083333395421505,
64      0.0416666679084301
65    ]
66  }
67}