multi_seed_results.json

{
  "purpose": "Multi-seed evaluation across 10 stratified splits of the 9,200-alert sample. Reports XGBoost performance averaged over the full set of seeds.",
  "seeds_evaluated": [
    42,
    7,
    13,
    17,
    23,
    31,
    45,
    99,
    123,
    200
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  "per_seed": [
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      "macro_roc_auc_ovr": 0.9522005654044479
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      "seed": 7,
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      "macro_roc_auc_ovr": 0.9535405274694995
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      "seed": 13,
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      "macro_roc_auc_ovr": 0.9593350309948587
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    {
      "seed": 17,
      "test_n_classes": 5,
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      "macro_roc_auc_ovr": 0.9510884009809615
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    {
      "seed": 23,
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    {
      "seed": 31,
      "test_n_classes": 5,
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      "macro_roc_auc_ovr": 0.9575528903552497
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    {
      "seed": 45,
      "test_n_classes": 5,
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      "macro_roc_auc_ovr": 0.9599146202095736
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    {
      "seed": 99,
      "test_n_classes": 5,
      "accuracy": 0.7666666666666667,
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      "macro_roc_auc_ovr": 0.9498718419129876
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    {
      "seed": 123,
      "test_n_classes": 5,
      "accuracy": 0.7760869565217391,
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      "macro_roc_auc_ovr": 0.9549881182366795
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    {
      "seed": 200,
      "test_n_classes": 5,
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      "macro_roc_auc_ovr": 0.9530752276015168
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  ],
  "aggregate": {
    "accuracy_mean": 0.7768115942028986,
    "accuracy_std": 0.0074957104585424775,
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  "published_artifact_seed": 42
}