experiments/holdout_edge_level.json

{
  "completed_splits": [
    {
      "seed": 42,
      "results": {
        "Random": {
          "AUC": 0.497,
          "R@10": 0.179,
          "R@50": 0.897,
          "MRR": 0.25,
          "n_problems": 5000
        },
        "Same module": {
          "AUC": 0.562,
          "R@10": 0.398,
          "R@50": 0.973,
          "MRR": 0.994,
          "n_problems": 5000
        },
        "Same namespace": {
          "AUC": 0.59,
          "R@10": 0.431,
          "R@50": 0.974,
          "MRR": 0.93,
          "n_problems": 5000
        },
        "Same community": {
          "AUC": 0.755,
          "R@10": 0.441,
          "R@50": 0.98,
          "MRR": 0.786,
          "n_problems": 5000
        },
        "Network features": {
          "AUC": 0.988,
          "R@10": 0.919,
          "R@50": 0.999,
          "MRR": 0.976,
          "n_problems": 5000
        },
        "All features": {
          "AUC": 0.992,
          "R@10": 0.926,
          "R@50": 0.999,
          "MRR": 0.984,
          "n_problems": 5000
        }
      },
      "diagnostics": {
        "in_degree_pearson_r": 0.999991,
        "out_degree_pearson_r": 0.996016,
        "pagerank_pearson_r": 0.911671,
        "betweenness_pearson_r": 0.658761,
        "community_nmi": 0.6737,
        "dag_layer_mean_shift": 3.1637,
        "dag_layer_max_shift": 80,
        "n_wcc": 363,
        "largest_wcc_size": 307763
      },
      "elapsed_s": 2937
    }
  ]
}