Uncertainty-Propagation Tree Acquisition / results.json

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 1{
 2  "seed": 1099,
 3  "prediction_1_variance_nonincrease": {
 4    "predicted_max_increase": 0.0,
 5    "observed_max_increase": -3.0537866679836156e-09,
 6    "confirmed": true
 7  },
 8  "prediction_2_redundancy_diminishes_reward": {
 9    "predicted": "monotone decrease with near/overlap fraction",
10    "sweep": [
11      {
12        "near_fraction": 0.0,
13        "reduction_after_first": 0.17265382287465517
14      },
15      {
16        "near_fraction": 0.125,
17        "reduction_after_first": 0.17655075110230287
18      },
19      {
20        "near_fraction": 0.25,
21        "reduction_after_first": 0.1757473106885128
22      },
23      {
24        "near_fraction": 0.375,
25        "reduction_after_first": 0.17514720258119848
26      },
27      {
28        "near_fraction": 0.5,
29        "reduction_after_first": 0.172838733227409
30      },
31      {
32        "near_fraction": 0.625,
33        "reduction_after_first": 0.16620417924956202
34      },
35      {
36        "near_fraction": 0.75,
37        "reduction_after_first": 0.1540705083380788
38      },
39      {
40        "near_fraction": 0.875,
41        "reduction_after_first": 0.14389190321987205
42      },
43      {
44        "near_fraction": 1.0,
45        "reduction_after_first": 0.013175695469617311
46      }
47    ],
48    "confirmed": false,
49    "endpoint_ratio": 0.07631279313857259
50  },
51  "prediction_3_cost_crossover": {
52    "predicted": "lambda=(A-C)/(B-D) for affine path values",
53    "result": {
54      "path_before": [
55        3,
56        1
57      ],
58      "path_after": [
59        2,
60        3
61      ],
62      "predicted_lambda": 0.5510272868634385,
63      "observed_grid_midpoint": 0.5515000000000001,
64      "grid_error": 0.00047271313656160885
65    },
66    "confirmed": true
67  },
68  "comparison": {
69    "random": {
70      "cumulative_reduction": 0.4426903472918872,
71      "actions": [
72        1,
73        2,
74        1
75      ],
76      "final_mean_variance": 0.40190887908304423
77    },
78    "greedy": {
79      "cumulative_reduction": 0.7204116062278741,
80      "actions": [
81        2,
82        4,
83        0
84      ],
85      "final_mean_variance": 0.12418762014705723
86    },
87    "tree": {
88      "cumulative_reduction": 0.7204116062278741,
89      "actions": [
90        2,
91        4,
92        0
93      ],
94      "final_mean_variance": 0.12418762014705723
95    }
96  }
97}