{
  "release": "0.2.0",
  "generated": "2026-10-11",
  "methods": [
    {
      "method": "RCD",
      "family": "latent",
      "comparator": "lingam",
      "regime": "latent_lingam_er",
      "hardware": "AMD EPYC 7713 64-Core Processor, 2 cores",
      "build": "pre-release Andrey 0.2.0 build, 11 October 2026",
      "pair_score": "f1",
      "rows": [
        {
          "d": 5,
          "observed": 4,
          "seeds": 5,
          "andrey_s": 1.99,
          "comparator_s": 3.31,
          "ratio": 1.66,
          "same_graph": 5,
          "andrey_directed_errors": 0.0,
          "comparator_directed_errors": 0.0,
          "empty_directed_errors": 3.0,
          "andrey_pair_score": 0.657,
          "comparator_pair_score": 0.657
        },
        {
          "d": 10,
          "observed": 8,
          "seeds": 5,
          "andrey_s": 3.75,
          "comparator_s": 8.81,
          "ratio": 2.35,
          "same_graph": 5,
          "andrey_directed_errors": 4.0,
          "comparator_directed_errors": 4.0,
          "empty_directed_errors": 4.0,
          "andrey_pair_score": 0.344,
          "comparator_pair_score": 0.344
        },
        {
          "d": 15,
          "observed": 12,
          "seeds": 5,
          "andrey_s": 6.83,
          "comparator_s": 16.7,
          "ratio": 2.17,
          "same_graph": 5,
          "andrey_directed_errors": 6.0,
          "comparator_directed_errors": 6.0,
          "empty_directed_errors": 8.0,
          "andrey_pair_score": 0.454,
          "comparator_pair_score": 0.454
        },
        {
          "d": 20,
          "observed": 16,
          "seeds": 5,
          "andrey_s": 11.9,
          "comparator_s": 34.7,
          "ratio": 2.88,
          "same_graph": 5,
          "andrey_directed_errors": 8.0,
          "comparator_directed_errors": 8.0,
          "empty_directed_errors": 11.0,
          "andrey_pair_score": 0.543,
          "comparator_pair_score": 0.543
        },
        {
          "d": 30,
          "observed": 24,
          "seeds": 5,
          "andrey_s": 17.9,
          "comparator_s": 52.5,
          "ratio": 2.55,
          "same_graph": 5,
          "andrey_directed_errors": 11.0,
          "comparator_directed_errors": 11.0,
          "empty_directed_errors": 19.0,
          "andrey_pair_score": 0.467,
          "comparator_pair_score": 0.467
        }
      ]
    },
    {
      "method": "BottomUpParceLiNGAM",
      "family": "latent",
      "comparator": "lingam",
      "regime": "latent_lingam_er",
      "hardware": "AMD EPYC 7713 64-Core Processor, 2 cores",
      "build": "pre-release Andrey 0.2.0 build, 11 October 2026",
      "pair_score": "recall",
      "rows": [
        {
          "d": 5,
          "observed": 4,
          "seeds": 5,
          "andrey_s": 1.84,
          "comparator_s": 4.59,
          "ratio": 2.48,
          "same_graph": 5,
          "andrey_directed_errors": 1.0,
          "comparator_directed_errors": 1.0,
          "empty_directed_errors": 3.0,
          "andrey_pair_score": 0.233,
          "comparator_pair_score": 0.233
        },
        {
          "d": 10,
          "observed": 8,
          "seeds": 5,
          "andrey_s": 8.66,
          "comparator_s": 46.9,
          "ratio": 5.08,
          "same_graph": 5,
          "andrey_directed_errors": 11.0,
          "comparator_directed_errors": 11.0,
          "empty_directed_errors": 4.0,
          "andrey_pair_score": 0.145,
          "comparator_pair_score": 0.145
        },
        {
          "d": 15,
          "observed": 12,
          "seeds": 5,
          "andrey_s": 21.7,
          "comparator_s": 126.0,
          "ratio": 5.68,
          "same_graph": 5,
          "andrey_directed_errors": 17.0,
          "comparator_directed_errors": 17.0,
          "empty_directed_errors": 8.0,
          "andrey_pair_score": 0.05,
          "comparator_pair_score": 0.05
        },
        {
          "d": 20,
          "observed": 16,
          "seeds": 5,
          "andrey_s": 39.9,
          "comparator_s": 279.0,
          "ratio": 6.61,
          "same_graph": 5,
          "andrey_directed_errors": 22.0,
          "comparator_directed_errors": 22.0,
          "empty_directed_errors": 11.0,
          "andrey_pair_score": 0.0,
          "comparator_pair_score": 0.0
        },
        {
          "d": 30,
          "observed": 24,
          "seeds": 5,
          "andrey_s": 95.9,
          "comparator_s": 1030.0,
          "ratio": 10.8,
          "same_graph": 5,
          "andrey_directed_errors": 40.0,
          "comparator_directed_errors": 40.0,
          "empty_directed_errors": 19.0,
          "andrey_pair_score": 0.0,
          "comparator_pair_score": 0.0
        }
      ]
    }
  ]
}
