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spb/wp26_uqo

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1{2 "run_id": "prospective_baselines",3 "python": "3.14.4",4 "machine": "arm64",5 "trials": 10,6 "data_dir": "data/processed/prospective_bundle",7 "geo_joined": true,8 "n_train": 379310,9 "n_validation": 72132,10 "n_prospective": 1182,11 "feature_matrix_seconds": 62.0,12 "asof_invariance_train_validation": {13  "rows_compared": 451442,14  "max_abs_diff": 0.0,15  "by_feature_nonzero": {}16 },17 "protocol": "fit on train, tune on validation, predict prospective (identical to scripts/10_train_baselines.py)",18 "arms": {19  "A_hedonic": {20   "fit_seconds": 4.821  },22  "B_hierarchical": {23   "fit_seconds": 1.3,24   "w_repeat": 0.154095589763199525  },26  "C_gbm": {27   "fit_seconds": 124.7,28   "params": {29    "num_leaves": 255,30    "learning_rate": 0.02,31    "min_child_samples": 50,32    "feature_fraction": 0.6,33    "bagging_fraction": 0.7,34    "lambda_l2": 1.0,35    "num_boost_round": 27636   }37  },38  "D_avm": {39   "fit_seconds": 718.5,40   "params": {41    "num_leaves": 255,42    "learning_rate": 0.02,43    "min_child_samples": 50,44    "feature_fraction": 0.6,45    "bagging_fraction": 0.7,46    "lambda_l2": 1.0,47    "num_boost_round": 25648   },49   "conformal_scale": 1.075826166011340650  },51  "C_catboost": {52   "fit_seconds": 143.853  },54  "C_xgboost": {55   "fit_seconds": 33.956  }57 },58 "n_prediction_rows": 7092,59 "seconds": 1089.560}
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