{
  "acceptance_gates": {
    "evaluated_at": "2026-06-24T08:56:38+00:00",
    "results": {
      "accepted": true,
      "best_algorithm": "tabicl",
      "best_test_roc_auc": 0.6151797979797979,
      "best_top_decile_lift": 1.511111111111111,
      "completed_report_count": 38,
      "failed_reports": [],
      "minority_class_rate": 0.4495,
      "missing_reports": [],
      "required_report_count": 38,
      "top_decile_lift_algorithm": "random_forest"
    },
    "status": "accepted",
    "thresholds": {
      "best_test_roc_auc_max_exclusive": 0.9,
      "best_test_roc_auc_min": 0.55,
      "minority_class_rate_min": 0.1,
      "top_decile_lift_min": 1.5
    }
  },
  "attempt_index": 0,
  "attempt_uuid": "bd0cc12dbf834f27938080e854060c86",
  "counts": {
    "dropped_feature_count": 0,
    "n_features": 68,
    "original_columns": 69,
    "original_rows": 2000,
    "rows_after_target_cleanup": 2000,
    "selected_rows": 2000,
    "strata_count": 2,
    "test_rows": 1000,
    "train_rows": 1000
  },
  "created_at": "2026-06-24T08:54:51+00:00",
  "dataset_hash": "0014a84d6c5b8693",
  "dropped_feature_columns": [],
  "feature_columns": [
    "synth_f000",
    "synth_f001",
    "synth_f002",
    "synth_f003",
    "synth_f004",
    "synth_f005",
    "synth_f006",
    "synth_f007",
    "synth_f008",
    "synth_f009",
    "synth_f010",
    "synth_f011",
    "synth_f012",
    "synth_f013",
    "synth_f014",
    "synth_f015",
    "synth_f016",
    "synth_f017",
    "synth_f018",
    "synth_f019",
    "synth_f020",
    "synth_f021",
    "synth_f022",
    "synth_f023",
    "synth_f024",
    "synth_f025",
    "synth_f026",
    "synth_f027",
    "synth_f028",
    "synth_f029",
    "synth_f030",
    "synth_f031",
    "synth_f032",
    "synth_f033",
    "synth_f034",
    "synth_f035",
    "synth_f036",
    "synth_f037",
    "synth_f038",
    "synth_f039",
    "synth_f040",
    "synth_f041",
    "synth_f042",
    "synth_f043",
    "synth_f044",
    "synth_f045",
    "synth_f046",
    "synth_f047",
    "synth_f048",
    "synth_f049",
    "synth_f050",
    "synth_f051",
    "synth_f052",
    "synth_f053",
    "synth_f054",
    "synth_f055",
    "synth_f056",
    "synth_f057",
    "synth_f058",
    "synth_f059",
    "synth_f060",
    "synth_f061",
    "synth_f062",
    "synth_f063",
    "synth_f064",
    "synth_f065",
    "synth_f066",
    "synth_f067"
  ],
  "feature_encodings": {
    "synth_f000": {
      "impute_value": -0.0013614502952412622,
      "kind": "numeric"
    },
    "synth_f001": {
      "impute_value": 0.0480777798295026,
      "kind": "numeric"
    },
    "synth_f002": {
      "impute_value": 0.026676217845627903,
      "kind": "numeric"
    },
    "synth_f003": {
      "impute_value": 0.040548840770769534,
      "kind": "numeric"
    },
    "synth_f004": {
      "impute_value": 0.03648121727320994,
      "kind": "numeric"
    },
    "synth_f005": {
      "impute_value": 0.039850706432099425,
      "kind": "numeric"
    },
    "synth_f006": {
      "impute_value": 0.028787130767013225,
      "kind": "numeric"
    },
    "synth_f007": {
      "impute_value": -0.021216360530804168,
      "kind": "numeric"
    },
    "synth_f008": {
      "impute_value": 0.04186401419531451,
      "kind": "numeric"
    },
    "synth_f009": {
      "impute_value": 0.013533333387374114,
      "kind": "numeric"
    },
    "synth_f010": {
      "impute_value": 0.021979877542596782,
      "kind": "numeric"
    },
    "synth_f011": {
      "impute_value": 0.07305969581474989,
      "kind": "numeric"
    },
    "synth_f012": {
      "impute_value": 0.044594877830254356,
      "kind": "numeric"
    },
    "synth_f013": {
      "impute_value": 0.07438036486430281,
      "kind": "numeric"
    },
    "synth_f014": {
      "impute_value": -0.029289303487394114,
      "kind": "numeric"
    },
    "synth_f015": {
      "impute_value": -0.0003107312196837936,
      "kind": "numeric"
    },
    "synth_f016": {
      "impute_value": 0.023357910741836407,
      "kind": "numeric"
    },
    "synth_f017": {
      "impute_value": 0.02228394071957883,
      "kind": "numeric"
    },
    "synth_f018": {
      "impute_value": 0.04219086331665529,
      "kind": "numeric"
    },
    "synth_f019": {
      "impute_value": 0.03862280194607923,
      "kind": "numeric"
    },
    "synth_f020": {
      "impute_value": 0.00141003788464783,
      "kind": "numeric"
    },
    "synth_f021": {
      "impute_value": -0.00075628133764849,
      "kind": "numeric"
    },
    "synth_f022": {
      "impute_value": 0.06630970865082318,
      "kind": "numeric"
    },
    "synth_f023": {
      "impute_value": 0.0006261027573418732,
      "kind": "numeric"
    },
    "synth_f024": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f025": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f026": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f027": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f028": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f029": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f030": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f031": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f032": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f033": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f034": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f035": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f036": {
      "impute_value": 0.9959356742681893,
      "kind": "numeric"
    },
    "synth_f037": {
      "impute_value": 1.111279624326713,
      "kind": "numeric"
    },
    "synth_f038": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f039": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f040": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f041": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f042": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f043": {
      "impute_value": -0.01773466644979238,
      "kind": "numeric"
    },
    "synth_f044": {
      "impute_value": 0.006530062796121672,
      "kind": "numeric"
    },
    "synth_f045": {
      "impute_value": 0.012607358976578165,
      "kind": "numeric"
    },
    "synth_f046": {
      "impute_value": 0.01214851623631441,
      "kind": "numeric"
    },
    "synth_f047": {
      "impute_value": 0.017424453797410637,
      "kind": "numeric"
    },
    "synth_f048": {
      "impute_value": 0.003821561099216081,
      "kind": "numeric"
    },
    "synth_f049": {
      "impute_value": 0.007635262207103416,
      "kind": "numeric"
    },
    "synth_f050": {
      "impute_value": -0.020147678622991792,
      "kind": "numeric"
    },
    "synth_f051": {
      "impute_value": 0.010065475349983088,
      "kind": "numeric"
    },
    "synth_f052": {
      "impute_value": -0.0041327764816278464,
      "kind": "numeric"
    },
    "synth_f053": {
      "impute_value": 0.01874028927257926,
      "kind": "numeric"
    },
    "synth_f054": {
      "impute_value": 0.07535824426274668,
      "kind": "numeric"
    },
    "synth_f055": {
      "impute_value": 0.038967097316066734,
      "kind": "numeric"
    },
    "synth_f056": {
      "impute_value": 0.07758276605439715,
      "kind": "numeric"
    },
    "synth_f057": {
      "impute_value": 0.02982389120167014,
      "kind": "numeric"
    },
    "synth_f058": {
      "impute_value": 0.007828754760634937,
      "kind": "numeric"
    },
    "synth_f059": {
      "impute_value": -0.0447982999932336,
      "kind": "numeric"
    },
    "synth_f060": {
      "impute_value": -0.029595457427921024,
      "kind": "numeric"
    },
    "synth_f061": {
      "impute_value": -0.06513891158671556,
      "kind": "numeric"
    },
    "synth_f062": {
      "impute_value": -0.017478776642306126,
      "kind": "numeric"
    },
    "synth_f063": {
      "impute_value": -0.07534136051237457,
      "kind": "numeric"
    },
    "synth_f064": {
      "impute_value": 0.004168169513243392,
      "kind": "numeric"
    },
    "synth_f065": {
      "impute_value": -0.04979049940708035,
      "kind": "numeric"
    },
    "synth_f066": {
      "impute_value": 0.00936327519686797,
      "kind": "numeric"
    },
    "synth_f067": {
      "impute_value": -0.014079573980722388,
      "kind": "numeric"
    }
  },
  "feature_scaling": {
    "constant_columns": [],
    "impute_values": [
      -0.0013614502952412622,
      0.0480777798295026,
      0.026676217845627903,
      0.040548840770769534,
      0.03648121727320994,
      0.039850706432099425,
      0.028787130767013225,
      -0.021216360530804168,
      0.04186401419531451,
      0.013533333387374114,
      0.021979877542596782,
      0.07305969581474989,
      0.044594877830254356,
      0.07438036486430281,
      -0.029289303487394114,
      -0.0003107312196837936,
      0.023357910741836407,
      0.02228394071957883,
      0.04219086331665529,
      0.03862280194607923,
      0.00141003788464783,
      -0.00075628133764849,
      0.06630970865082318,
      0.0006261027573418732,
      3.0,
      3.0,
      2.0,
      3.0,
      2.0,
      2.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      0.9959356742681893,
      1.111279624326713,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      -0.01773466644979238,
      0.006530062796121672,
      0.012607358976578165,
      0.01214851623631441,
      0.017424453797410637,
      0.003821561099216081,
      0.007635262207103416,
      -0.020147678622991792,
      0.010065475349983088,
      -0.0041327764816278464,
      0.01874028927257926,
      0.07535824426274668,
      0.038967097316066734,
      0.07758276605439715,
      0.02982389120167014,
      0.007828754760634937,
      -0.0447982999932336,
      -0.029595457427921024,
      -0.06513891158671556,
      -0.017478776642306126,
      -0.07534136051237457,
      0.004168169513243392,
      -0.04979049940708035,
      0.00936327519686797,
      -0.014079573980722388
    ],
    "max": [
      3.136382987288991,
      3.7924739746404033,
      3.316962040519922,
      4.370162343739215,
      3.513171198467643,
      3.4207223782345437,
      2.8704312380756045,
      3.09252616026293,
      3.3815945944677623,
      4.139525119465546,
      3.3909012394032683,
      4.099381158164279,
      3.086260665890779,
      3.221793201598431,
      3.9069191781761115,
      4.226648402119601,
      3.306590197286684,
      4.855699443375304,
      3.1512800096856592,
      2.8158083032535193,
      3.132691177433568,
      3.2250208769013495,
      3.7872187296171407,
      3.6771568029456922,
      5.0,
      5.0,
      5.0,
      5.0,
      5.0,
      5.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      5.8178897077245555,
      5.5680538243954345,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.7116864937123002,
      2.3935302784974506,
      1.928297761232301,
      2.411217975773472,
      2.404626995193613,
      2.304067689182029,
      1.931351374730179,
      2.0549470755781947,
      1.8702451248559417,
      2.5759264660695997,
      3.3922434463489335,
      4.087463123513829,
      3.074338395412712,
      3.2211512437791034,
      3.496428414357136,
      0.9988282379266606,
      3.2998415902448075,
      0.9976262909420024,
      2.8198133687213494,
      0.9993469529906529,
      3.6192380508033715,
      0.997673607983312,
      3.217927364583614,
      0.9972552783156958,
      3.2540074395991163
    ],
    "method": "minmax over imputed synthetic source rows before sampling",
    "min": [
      -2.958025327625309,
      -3.002056857053628,
      -3.0406318097208667,
      -3.5548405742866933,
      -3.6737848261663864,
      -4.262617084430355,
      -2.8711653971754973,
      -3.2997565036570826,
      -3.0649070336755235,
      -3.5413026327438137,
      -3.6253443869235,
      -3.7599258654838237,
      -3.0902049673235843,
      -2.9410817261159385,
      -3.562785410455546,
      -3.8335718137724273,
      -3.237106935769096,
      -3.682232654239484,
      -3.059254067136493,
      -3.34481788125517,
      -3.8913152819936374,
      -4.009163621421432,
      -3.310295560092899,
      -4.426335152200511,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      -1.6092901328099087,
      -1.559459216746519,
      -2.084260662236471,
      -1.9506880798955801,
      -2.450003866600059,
      -2.4989123296820206,
      -1.674530627903624,
      -1.7368177044137418,
      -1.9835030433577947,
      -2.056745013735498,
      -3.6281672521086388,
      -3.753302232801014,
      -3.1023686468281815,
      -2.9276884935554395,
      -3.2924576157702425,
      -0.9999576257698002,
      -3.129542238084011,
      -0.9980588086689477,
      -3.0536471035336232,
      -0.9992678492459823,
      -3.3700036009962555,
      -0.9979007332654566,
      -3.5105583796738276,
      -0.9993612448706732,
      -3.6854254755059705
    ]
  },
  "generator_name": "synthetic_binary_mixed_tabular",
  "generator_recipe": {
    "feature_family_counts": {
      "binary": 6,
      "continuous_correlated": 24,
      "noise": 11,
      "one_hot_like": 5,
      "ordinal": 6,
      "redundant": 10,
      "repeated_noisy": 4,
      "zero_inflated": 2
    },
    "label_noise_rate": 0.1795,
    "latent_columns": 7,
    "missing_rate_before_imputation": 0.013147058823529411,
    "parameters": {
      "binary_features": 6,
      "binary_missing_fraction": 0.3214438259801217,
      "binary_noise_scale": 0.5702015635453832,
      "categorical_flip_rate": 0.05223172131032251,
      "categorical_levels": 5,
      "continuous_features": 24,
      "continuous_noise_scale": 0.4220707932722161,
      "label_noise_rate": 0.18257793489537294,
      "latent_columns": 7,
      "missing_base_rate": 0.012936367044638377,
      "missing_latent_rate": 0.003036011454926596,
      "noise_features": 11,
      "ordinal_bin_count": 6,
      "ordinal_features": 6,
      "redundant_features": 10,
      "redundant_noise_scale": 0.15825504048271755,
      "repeated_noise_scale": 0.008460569226739056,
      "repeated_noisy_features": 4,
      "score_feature_strength": 0.3815162986961439,
      "score_linear_strength": -0.12596885009525727,
      "score_noise_scale": 1.106681032002313,
      "score_product_strength": 0.6706056240838447,
      "score_sin_strength": 0.7377393946322777,
      "score_square_strength": 0.4774548979271769,
      "score_subgroup_strength": 0.39792816020676325,
      "score_threshold_strength": -0.12487922752383068,
      "subgroup_count": 6,
      "subgroup_probabilities": [
        0.09229482816750954,
        0.2584347145347197,
        0.09639984722923235,
        0.1587359539029497,
        0.1689931412931326,
        0.22514151487245604
      ],
      "target_quantile": 0.5860692997195919,
      "target_quantile_jitter": null,
      "target_quantile_low": null,
      "zero_inflated_features": 2,
      "zero_inflated_gamma_scale": 0.4034750858426265,
      "zero_inflated_gamma_shape": 1.8922179594158828
    },
    "raw_feature_count": 68,
    "subgroup_count": 6,
    "subgroup_probabilities": [
      0.09229482816750956,
      0.2584347145347198,
      0.09639984722923237,
      0.15873595390294973,
      0.16899314129313261,
      0.22514151487245607
    ],
    "target_quantile": 0.5860692997195919
  },
  "generator_seed": 1712443103,
  "generator_version": "0.2.0",
  "hash_algorithm": "sha256:first16",
  "headers_removed_from_csv": true,
  "n_features": 68,
  "origin": "synthetic",
  "original_headers": [
    "synth_f000",
    "synth_f001",
    "synth_f002",
    "synth_f003",
    "synth_f004",
    "synth_f005",
    "synth_f006",
    "synth_f007",
    "synth_f008",
    "synth_f009",
    "synth_f010",
    "synth_f011",
    "synth_f012",
    "synth_f013",
    "synth_f014",
    "synth_f015",
    "synth_f016",
    "synth_f017",
    "synth_f018",
    "synth_f019",
    "synth_f020",
    "synth_f021",
    "synth_f022",
    "synth_f023",
    "synth_f024",
    "synth_f025",
    "synth_f026",
    "synth_f027",
    "synth_f028",
    "synth_f029",
    "synth_f030",
    "synth_f031",
    "synth_f032",
    "synth_f033",
    "synth_f034",
    "synth_f035",
    "synth_f036",
    "synth_f037",
    "synth_f038",
    "synth_f039",
    "synth_f040",
    "synth_f041",
    "synth_f042",
    "synth_f043",
    "synth_f044",
    "synth_f045",
    "synth_f046",
    "synth_f047",
    "synth_f048",
    "synth_f049",
    "synth_f050",
    "synth_f051",
    "synth_f052",
    "synth_f053",
    "synth_f054",
    "synth_f055",
    "synth_f056",
    "synth_f057",
    "synth_f058",
    "synth_f059",
    "synth_f060",
    "synth_f061",
    "synth_f062",
    "synth_f063",
    "synth_f064",
    "synth_f065",
    "synth_f066",
    "synth_f067",
    "target"
  ],
  "output_headers": false,
  "publish": {
    "dataset_hash": "0014a84d6c5b8693",
    "dest": "quant-binary-central:/home/ubuntu/quant/binary/",
    "final": "/home/ubuntu/quant/binary/0014a84d6c5b8693",
    "remote": "quant-binary-central",
    "staging": "/home/ubuntu/quant/binary/.incoming-xbabe2-0014a84d6c5b8693",
    "status": "published",
    "stderr": "",
    "stdout": "",
    "updated_at": "2026-06-24T08:56:42+00:00"
  },
  "sampling": {
    "method": "stratified by synthetic target distribution",
    "seed": 1712443120,
    "test_target_rows": 1000,
    "train_target_rows": 1000
  },
  "sha256": "0014a84d6c5b8693b3086827bd3089bea097b0c710e52a121201c39377327142",
  "source_file": "0014a84d6c5b8693.csv",
  "source_modified_at": "2026-06-24T08:54:51+00:00",
  "source_path": "/home/ubuntu/quant/synthetic/sources/0014a84d6c5b8693.csv",
  "source_real_data": null,
  "source_size_bytes": 1289419,
  "synthetic_origin": true,
  "target_column": "target",
  "target_is_final_column": true,
  "target_names": [
    "target"
  ],
  "target_scaling": {
    "class_to_code": {
      "0.0": 0,
      "1.0": 1
    },
    "classes": [
      0.0,
      1.0
    ],
    "mode": "classification",
    "n_classes": 2,
    "range": [
      0.0,
      1.0
    ],
    "scaled_code_formula": "code / max(1, n_classes - 1)"
  },
  "target_source_encoding": {
    "minority_class_rate": 0.4495,
    "negative_class": 0.0,
    "positive_class": 1.0,
    "positive_rate": 0.4495
  },
  "task_type": "binary",
  "test_rows": 1000,
  "train_rows": 1000,
  "worker_host": "xbabe2",
  "worker_id": 36,
  "worker_pid": 510072
}