{
  "seed": 421,
  "graph": {
    "n": 600,
    "edges": 27464,
    "classes": 3
  },
  "math_check": {
    "n": 600,
    "s": 49,
    "c_exact": 50,
    "pair_exact": [
      0.00019681009096143774,
      0.0004857947667789317,
      0.00021777464412906915
    ],
    "pair_empirical": [
      0.0,
      0.00075,
      0.00025
    ],
    "expected_collision_upper_bound": 2093.480697854822,
    "sampled_mean_collisions": 35.395,
    "max_pair_abs_error": 0.0002642052332210683
  },
  "methods": {
    "uniform": {
      "s": 49,
      "collisions": 35,
      "collision_rate": 0.058333333333333334,
      "accuracy": 0.7611111402511597,
      "final_train_loss": 0.0044717262499034405,
      "preprocess_sec": 5.936599336564541e-05,
      "train_sec": 0.27216015401063487
    },
    "degree": {
      "s": 49,
      "collisions": 22,
      "collision_rate": 0.03666666666666667,
      "accuracy": 0.7888888716697693,
      "final_train_loss": 0.0040574143640697,
      "preprocess_sec": 5.615397822111845e-05,
      "train_sec": 0.24845036602346227
    },
    "greedy": {
      "s": 39,
      "collisions": 0,
      "collision_rate": 0.0,
      "accuracy": 0.7555555701255798,
      "final_train_loss": 0.004253200255334377,
      "preprocess_sec": 5.769002018496394e-05,
      "train_sec": 0.2437913109897636
    },
    "full_1hop": {
      "features": 16,
      "collisions": "n/a",
      "accuracy": 0.4722222089767456,
      "final_train_loss": 0.10782968252897263,
      "preprocess_sec": 0.0048075399827212095,
      "train_sec": 0.30480552499648184
    }
  }
}