{
  "data": {
    "array_sha256": {
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      "test_labels.npz": "662752bb4c633aeb9133aa06a0e9d5d2cb3180265a3bd8a19f7e7aedb27b898c",
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    "scikit_learn": "1.4.2",
    "scipy": "1.12.0",
    "wfdb": "4.1.2"
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  "experiment": "starter baseline trained on all DS1 beats and evaluated once on hidden DS2 labels",
  "qualification_boundary": "One real baseline run proves executability and score headroom, not 12-hour frontier-agent difficulty or official EdgeBench acceptance.",
  "result": {
    "details": [
      {
        "message": "shape, dtype and class range valid",
        "name": "submission_contract",
        "status": "PASSED"
      },
      {
        "message": "predicted 4 classes",
        "name": "prediction_diversity",
        "status": "PASSED"
      },
      {
        "message": "7.78s <= 600s",
        "name": "runtime",
        "status": "PASSED"
      }
    ],
    "metrics": {
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      "confusion_nsvf_rows": [
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        [
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          496
        ],
        [
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          3,
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      "f1_F": 0.077468,
      "f1_N": 0.795975,
      "f1_S": 0.130196,
      "f1_V": 0.515224,
      "lower_quartile_record_accuracy": 0.370256,
      "macro_f1_nsvf": 0.379716,
      "mean_record_macro_f1": 0.332901,
      "minority_macro_f1_svf": 0.240963,
      "minority_recall_gmean": 0.500682,
      "predicted_classes": 4,
      "recall_F": 0.902062,
      "recall_N": 0.680267,
      "recall_S": 0.180729,
      "recall_V": 0.769876,
      "runtime_seconds": 7.776
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    "pass_rate": 1.0,
    "score": 37.1004,
    "summary": "score=37.1004; macro-F1=0.3797; minority-F1=0.2410",
    "valid": true
  },
  "status": "PASS"
}