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training_metadata.json
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{
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"data_path": "trident_full_panel_combined_2020_2025_nouuid.parquet",
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"run_mode": "FINAL",
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"target_mode": "synthetic_demo_score",
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"n_panel_rows": 1181376,
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"n_latest_rows": 16408,
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"n_train": 13126,
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"n_test": 3282,
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"ag_preset": "high_quality",
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"auto_stack": true,
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"num_bag_folds": 3,
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"num_stack_levels": 1,
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"cv_enable": true,
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"cv_summary": {
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"rmse": 9.139885244731428,
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"mae": 7.28762515348475,
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"r2": 0.3174230575841412,
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"spearman": 0.5094184903695035,
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"ndcg@10": 0.9779200097227996,
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"top10_capture": 0.5,
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"precision@10_p90": 0.9666666666666667,
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"ndcg@25": 0.941836841312047,
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"top25_capture": 0.49333333333333335,
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"precision@25_p90": 0.84,
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"ndcg@50": 0.9250962883452178,
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"top50_capture": 0.46,
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"precision@50_p90": 0.7799999999999999,
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"fold": 2.0,
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"valid_size": 4375.333333333333,
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"group_count": 3.0
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},
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"baseline_metrics": {
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"rmse": 9.289716619389742,
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"mae": 7.397541056526493,
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"r2": 0.3586301350560749,
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"spearman": 0.5342407898473293,
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"ndcg@10": 0.9851352486512703,
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"top10_capture": 0.5,
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"precision@10_p90": 1.0,
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"ndcg@25": 0.969709497650189,
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"top25_capture": 0.72,
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"precision@25_p90": 1.0,
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"ndcg@50": 0.9579456479953972,
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"top50_capture": 0.7,
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"precision@50_p90": 0.94
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},
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"test_metrics": {
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"rmse": 9.056537941980457,
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"mae": 7.282902849064294,
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"r2": 0.39042374692417614,
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"spearman": 0.5449499900864166,
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"ndcg@10": 1.0000000000000002,
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"top10_capture": 0.6,
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"precision@10_p90": 1.0,
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"ndcg@25": 0.9803402338118213,
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"top25_capture": 0.8,
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"precision@25_p90": 1.0,
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"ndcg@50": 0.9632877347454332,
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"top50_capture": 0.68,
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"precision@50_p90": 0.96,
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"ndcg@100": 0.9369788724852576,
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"top100_capture": 0.5,
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"precision@100_p90": 0.75
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}
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}
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