{
  "acceptance_gates": {
    "evaluated_at": "2026-06-23T10:54:10+00:00",
    "results": {
      "accepted": true,
      "best_algorithm": "random_forest_512",
      "best_test_roc_auc": 0.6840425531914894,
      "best_top_decile_lift": 1.7021276595744683,
      "completed_report_count": 38,
      "failed_reports": [],
      "minority_class_rate": 0.4695,
      "missing_reports": [],
      "required_report_count": 38,
      "top_decile_lift_algorithm": "ada_boost"
    },
    "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": "adf27cfce47b4517b258f3902ce6958c",
  "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": "2026-06-23T10:52:18+00:00",
  "dataset_hash": "00fbda7e200f638c",
  "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": -0.022887521349873582,
      "kind": "numeric"
    },
    "synth_f001": {
      "impute_value": 0.01602018922595154,
      "kind": "numeric"
    },
    "synth_f002": {
      "impute_value": -0.01966478801607152,
      "kind": "numeric"
    },
    "synth_f003": {
      "impute_value": -0.011817166887037323,
      "kind": "numeric"
    },
    "synth_f004": {
      "impute_value": 0.009296312659007322,
      "kind": "numeric"
    },
    "synth_f005": {
      "impute_value": -0.007801640592452017,
      "kind": "numeric"
    },
    "synth_f006": {
      "impute_value": -0.015510901117213566,
      "kind": "numeric"
    },
    "synth_f007": {
      "impute_value": -0.023327420545128617,
      "kind": "numeric"
    },
    "synth_f008": {
      "impute_value": -0.049732543329581574,
      "kind": "numeric"
    },
    "synth_f009": {
      "impute_value": 0.04449823503037925,
      "kind": "numeric"
    },
    "synth_f010": {
      "impute_value": 0.02784950718405932,
      "kind": "numeric"
    },
    "synth_f011": {
      "impute_value": 0.007032430837046522,
      "kind": "numeric"
    },
    "synth_f012": {
      "impute_value": -0.02453860260653723,
      "kind": "numeric"
    },
    "synth_f013": {
      "impute_value": 0.011648922994109882,
      "kind": "numeric"
    },
    "synth_f014": {
      "impute_value": -0.013756744265912293,
      "kind": "numeric"
    },
    "synth_f015": {
      "impute_value": -0.011554552493852344,
      "kind": "numeric"
    },
    "synth_f016": {
      "impute_value": 0.003929194199700697,
      "kind": "numeric"
    },
    "synth_f017": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f018": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f019": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f020": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f021": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f022": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f023": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f024": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f025": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f026": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f027": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f028": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f029": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f030": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f031": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f032": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f033": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f034": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f035": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f036": {
      "impute_value": 0.8746514456047865,
      "kind": "numeric"
    },
    "synth_f037": {
      "impute_value": 0.8302293068249073,
      "kind": "numeric"
    },
    "synth_f038": {
      "impute_value": 0.8602643861596727,
      "kind": "numeric"
    },
    "synth_f039": {
      "impute_value": 0.8515685140195679,
      "kind": "numeric"
    },
    "synth_f040": {
      "impute_value": 0.8069039297454736,
      "kind": "numeric"
    },
    "synth_f041": {
      "impute_value": 0.725320435062932,
      "kind": "numeric"
    },
    "synth_f042": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f043": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f044": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f045": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f046": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f047": {
      "impute_value": 0.007461177640281969,
      "kind": "numeric"
    },
    "synth_f048": {
      "impute_value": 0.002470998755100061,
      "kind": "numeric"
    },
    "synth_f049": {
      "impute_value": -0.03725868157447018,
      "kind": "numeric"
    },
    "synth_f050": {
      "impute_value": 0.0172160378359361,
      "kind": "numeric"
    },
    "synth_f051": {
      "impute_value": 0.00820510155934126,
      "kind": "numeric"
    },
    "synth_f052": {
      "impute_value": 0.013260737379877593,
      "kind": "numeric"
    },
    "synth_f053": {
      "impute_value": -0.011942795514124593,
      "kind": "numeric"
    },
    "synth_f054": {
      "impute_value": 0.004845185167147041,
      "kind": "numeric"
    },
    "synth_f055": {
      "impute_value": 0.008761637132587704,
      "kind": "numeric"
    },
    "synth_f056": {
      "impute_value": -0.04439625636025579,
      "kind": "numeric"
    },
    "synth_f057": {
      "impute_value": 0.03100824211058761,
      "kind": "numeric"
    },
    "synth_f058": {
      "impute_value": 0.022199366290803657,
      "kind": "numeric"
    },
    "synth_f059": {
      "impute_value": 0.00869302235867783,
      "kind": "numeric"
    },
    "synth_f060": {
      "impute_value": 0.01736595848620004,
      "kind": "numeric"
    },
    "synth_f061": {
      "impute_value": -0.01852901202533546,
      "kind": "numeric"
    },
    "synth_f062": {
      "impute_value": 0.033657743186455535,
      "kind": "numeric"
    },
    "synth_f063": {
      "impute_value": 0.02176621443261463,
      "kind": "numeric"
    },
    "synth_f064": {
      "impute_value": -0.006463575527787313,
      "kind": "numeric"
    },
    "synth_f065": {
      "impute_value": 0.051778747808953925,
      "kind": "numeric"
    },
    "synth_f066": {
      "impute_value": 0.01981984084506694,
      "kind": "numeric"
    },
    "synth_f067": {
      "impute_value": -0.017221693486443826,
      "kind": "numeric"
    }
  },
  "feature_scaling": {
    "constant_columns": [],
    "impute_values": [
      -0.022887521349873582,
      0.01602018922595154,
      -0.01966478801607152,
      -0.011817166887037323,
      0.009296312659007322,
      -0.007801640592452017,
      -0.015510901117213566,
      -0.023327420545128617,
      -0.049732543329581574,
      0.04449823503037925,
      0.02784950718405932,
      0.007032430837046522,
      -0.02453860260653723,
      0.011648922994109882,
      -0.013756744265912293,
      -0.011554552493852344,
      0.003929194199700697,
      3.0,
      3.0,
      3.0,
      3.0,
      3.0,
      3.0,
      3.0,
      3.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.8746514456047865,
      0.8302293068249073,
      0.8602643861596727,
      0.8515685140195679,
      0.8069039297454736,
      0.725320435062932,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.007461177640281969,
      0.002470998755100061,
      -0.03725868157447018,
      0.0172160378359361,
      0.00820510155934126,
      0.013260737379877593,
      -0.011942795514124593,
      0.004845185167147041,
      0.008761637132587704,
      -0.04439625636025579,
      0.03100824211058761,
      0.022199366290803657,
      0.00869302235867783,
      0.01736595848620004,
      -0.01852901202533546,
      0.033657743186455535,
      0.02176621443261463,
      -0.006463575527787313,
      0.051778747808953925,
      0.01981984084506694,
      -0.017221693486443826
    ],
    "max": [
      3.6706431523082284,
      3.178562847097742,
      2.972539134998048,
      3.2920590848341518,
      3.336324045739437,
      3.3557040598401264,
      2.662267605939794,
      3.103285769150265,
      3.627638242707379,
      3.631516922199535,
      3.4276163714021566,
      4.059822553403407,
      3.0879623846606217,
      2.6836973850397334,
      3.4635113658179746,
      3.2258821342160298,
      3.201865085325666,
      6.0,
      6.0,
      6.0,
      6.0,
      6.0,
      6.0,
      6.0,
      6.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      4.7368808421775945,
      6.0262595536202355,
      5.988556726341253,
      5.246960890387759,
      5.81749792934526,
      5.773443074290068,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      2.2194663542116455,
      1.5801384563687864,
      1.897584718216604,
      1.921065536266308,
      2.10256469020524,
      3.4159909654258525,
      3.9931081302719056,
      3.106680985669791,
      3.165237310172516,
      0.997085311440802,
      3.0413511615676767,
      0.9998210024232359,
      3.341270475494134,
      0.9995198417584372,
      3.468151361379812,
      0.999332999869712,
      3.7329938646851253,
      0.9988416245000058,
      3.1964087854266174,
      0.9997177252722718,
      2.799021066894099
    ],
    "method": "minmax over imputed synthetic source rows before sampling",
    "min": [
      -2.8433483242001962,
      -2.9248256884244808,
      -2.856845515744485,
      -3.2494537464577236,
      -4.085950242724571,
      -5.200763916484711,
      -2.9287310392792376,
      -3.2458796787495148,
      -3.578703028338363,
      -3.476535605341888,
      -3.370216032245386,
      -4.081458561041976,
      -2.8339481037653376,
      -2.9300314746824303,
      -3.0483225867618646,
      -3.265312478091725,
      -3.4440079587022185,
      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,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      -1.9635445509268754,
      -1.7163097943462553,
      -1.9387601558737049,
      -2.2443420736582316,
      -1.9307568604244532,
      -3.3068904654781837,
      -4.057968474599753,
      -2.806694540802482,
      -3.32166675425168,
      -0.9955970413652491,
      -3.3895951985996877,
      -0.9998899135542683,
      -3.4582151934891296,
      -0.9973014037118337,
      -3.3045118837575194,
      -0.9991002467838999,
      -3.728035530273463,
      -0.9984037115935216,
      -3.24136840508598,
      -0.9964913531576229,
      -3.5854455959921525
    ]
  },
  "generator_name": "synthetic_binary_mixed_tabular",
  "generator_recipe": {
    "feature_family_counts": {
      "binary": 11,
      "continuous_correlated": 17,
      "noise": 13,
      "one_hot_like": 5,
      "ordinal": 8,
      "redundant": 5,
      "repeated_noisy": 3,
      "zero_inflated": 6
    },
    "label_noise_rate": 0.1545,
    "latent_columns": 9,
    "missing_rate_before_imputation": 0.031073529411764705,
    "parameters": {
      "binary_features": 11,
      "binary_missing_fraction": 0.10327396819351652,
      "binary_noise_scale": 0.2449598590477951,
      "categorical_flip_rate": 0.0210114335642976,
      "categorical_levels": 5,
      "continuous_features": 17,
      "continuous_noise_scale": 0.36680118067607365,
      "label_noise_rate": 0.16636748973204107,
      "latent_columns": 9,
      "missing_base_rate": 0.030449587810207755,
      "missing_latent_rate": 0.018985647747342536,
      "noise_features": 13,
      "ordinal_bin_count": 7,
      "ordinal_features": 8,
      "redundant_features": 5,
      "redundant_noise_scale": 0.05286895387170821,
      "repeated_noise_scale": 0.07641409386315882,
      "repeated_noisy_features": 3,
      "score_feature_strength": -0.36201648458313973,
      "score_linear_strength": -0.3563308378617909,
      "score_noise_scale": 1.0759247223549717,
      "score_product_strength": 0.4343784462873016,
      "score_sin_strength": 0.3182522297729301,
      "score_square_strength": -0.15888932208513212,
      "score_subgroup_strength": 0.18334401496401076,
      "score_threshold_strength": 0.15672705916713364,
      "subgroup_count": 5,
      "subgroup_probabilities": [
        0.1363943148297774,
        0.14509965177707856,
        0.5268537534557592,
        0.17235899793190593,
        0.019293282005478796
      ],
      "target_quantile": 0.5268215527865007,
      "target_quantile_jitter": null,
      "target_quantile_low": null,
      "zero_inflated_features": 6,
      "zero_inflated_gamma_scale": 0.38795644285537734,
      "zero_inflated_gamma_shape": 1.1270920400525875
    },
    "raw_feature_count": 68,
    "subgroup_count": 5,
    "subgroup_probabilities": [
      0.13639431482977743,
      0.1450996517770786,
      0.5268537534557594,
      0.17235899793190596,
      0.0192932820054788
    ],
    "target_quantile": 0.5268215527865007
  },
  "generator_seed": 3084714050,
  "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": "00fbda7e200f638c",
    "dest": "quant-binary-central:/home/ubuntu/quant/binary/",
    "final": "/home/ubuntu/quant/binary/00fbda7e200f638c",
    "remote": "quant-binary-central",
    "staging": "/home/ubuntu/quant/binary/.incoming-xbabe2-00fbda7e200f638c",
    "status": "published",
    "stderr": "",
    "stdout": "",
    "updated_at": "2026-06-23T10:54:12+00:00"
  },
  "sampling": {
    "method": "stratified by synthetic target distribution",
    "seed": 3084714067,
    "test_target_rows": 1000,
    "train_target_rows": 1000
  },
  "sha256": "00fbda7e200f638c57500091980e1282e81a99361b4ff82505a2dea10ea1ad17",
  "source_file": "00fbda7e200f638c.csv",
  "source_modified_at": "2026-06-23T10:52:18+00:00",
  "source_path": "/home/ubuntu/quant/synthetic/sources/00fbda7e200f638c.csv",
  "source_real_data": null,
  "source_size_bytes": 1093252,
  "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": 0.4695,
    "negative_class": 0.0,
    "positive_class": 1.0,
    "positive_rate": 0.4695
  },
  "task_type": "binary",
  "test_rows": 1000,
  "train_rows": 1000,
  "worker_host": "xbabe2",
  "worker_id": 2,
  "worker_pid": 1935210
}
