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msf-ranking-model-final-20260413-075146

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msf-ranking-model-final-20260413-075146
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{
  "data_path": "trident_full_panel_combined_2020_2025_nouuid.parquet",
  "run_mode": "FINAL",
  "target_mode": "synthetic_demo_score",
  "n_panel_rows": 1181376,
  "n_latest_rows": 16408,
  "n_train": 13126,
  "n_test": 3282,
  "ag_preset": "high_quality",
  "auto_stack": true,
  "num_bag_folds": 3,
  "num_stack_levels": 1,
  "cv_enable": true,
  "cv_summary": {
    "rmse": 9.139885244731428,
    "mae": 7.28762515348475,
    "r2": 0.3174230575841412,
    "spearman": 0.5094184903695035,
    "ndcg@10": 0.9779200097227996,
    "top10_capture": 0.5,
    "precision@10_p90": 0.9666666666666667,
    "ndcg@25": 0.941836841312047,
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    "precision@25_p90": 0.84,
    "ndcg@50": 0.9250962883452178,
    "top50_capture": 0.46,
    "precision@50_p90": 0.7799999999999999,
    "fold": 2.0,
    "valid_size": 4375.333333333333,
    "group_count": 3.0
  },
  "baseline_metrics": {
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    "spearman": 0.5342407898473293,
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    "ndcg@50": 0.9579456479953972,
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    "precision@50_p90": 0.94
  },
  "test_metrics": {
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    "mae": 7.282902849064294,
    "r2": 0.39042374692417614,
    "spearman": 0.5449499900864166,
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}