{
  "acceptance_gates": {
    "evaluated_at": "2026-06-24T10:54:23+00:00",
    "results": {
      "accepted": true,
      "best_algorithm": "extra_trees_512",
      "best_test_roc_auc": 0.6545462838566287,
      "best_top_decile_lift": 1.625615763546798,
      "completed_report_count": 38,
      "failed_reports": [],
      "minority_class_rate": 0.406,
      "missing_reports": [],
      "required_report_count": 38,
      "top_decile_lift_algorithm": "extra_trees"
    },
    "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": 2,
  "attempt_uuid": "1e079c30b88c49cbaaac538f4bf9bfb4",
  "counts": {
    "dropped_feature_count": 0,
    "n_features": 76,
    "original_columns": 77,
    "original_rows": 2000,
    "rows_after_target_cleanup": 2000,
    "selected_rows": 2000,
    "strata_count": 2,
    "test_rows": 1000,
    "train_rows": 1000
  },
  "created_at": "2026-06-24T10:52:29+00:00",
  "dataset_hash": "0092d95c2e28d136",
  "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",
    "synth_f068",
    "synth_f069",
    "synth_f070",
    "synth_f071",
    "synth_f072",
    "synth_f073",
    "synth_f074",
    "synth_f075"
  ],
  "feature_encodings": {
    "synth_f000": {
      "impute_value": -0.056626815661847574,
      "kind": "numeric"
    },
    "synth_f001": {
      "impute_value": -0.0001756764198799221,
      "kind": "numeric"
    },
    "synth_f002": {
      "impute_value": -0.03870335892233889,
      "kind": "numeric"
    },
    "synth_f003": {
      "impute_value": -0.05897917129222624,
      "kind": "numeric"
    },
    "synth_f004": {
      "impute_value": -0.05504571939879874,
      "kind": "numeric"
    },
    "synth_f005": {
      "impute_value": -0.06438317824072975,
      "kind": "numeric"
    },
    "synth_f006": {
      "impute_value": -0.05960702376248092,
      "kind": "numeric"
    },
    "synth_f007": {
      "impute_value": -0.02761273136078768,
      "kind": "numeric"
    },
    "synth_f008": {
      "impute_value": 0.000295630658612156,
      "kind": "numeric"
    },
    "synth_f009": {
      "impute_value": -0.0636054513147839,
      "kind": "numeric"
    },
    "synth_f010": {
      "impute_value": 0.008612083560688572,
      "kind": "numeric"
    },
    "synth_f011": {
      "impute_value": -0.01525455339285281,
      "kind": "numeric"
    },
    "synth_f012": {
      "impute_value": -0.019674822864605285,
      "kind": "numeric"
    },
    "synth_f013": {
      "impute_value": -0.018220000569404704,
      "kind": "numeric"
    },
    "synth_f014": {
      "impute_value": -0.02977776076186986,
      "kind": "numeric"
    },
    "synth_f015": {
      "impute_value": -0.000354412565442247,
      "kind": "numeric"
    },
    "synth_f016": {
      "impute_value": -0.052467209460212605,
      "kind": "numeric"
    },
    "synth_f017": {
      "impute_value": -0.03528477675746494,
      "kind": "numeric"
    },
    "synth_f018": {
      "impute_value": -0.07477612913910718,
      "kind": "numeric"
    },
    "synth_f019": {
      "impute_value": -0.05285158524178357,
      "kind": "numeric"
    },
    "synth_f020": {
      "impute_value": -0.08393961541708198,
      "kind": "numeric"
    },
    "synth_f021": {
      "impute_value": -0.03483926469440557,
      "kind": "numeric"
    },
    "synth_f022": {
      "impute_value": -0.02697675219731921,
      "kind": "numeric"
    },
    "synth_f023": {
      "impute_value": -0.006664848665154349,
      "kind": "numeric"
    },
    "synth_f024": {
      "impute_value": -0.04202594458951254,
      "kind": "numeric"
    },
    "synth_f025": {
      "impute_value": -0.027729396153514198,
      "kind": "numeric"
    },
    "synth_f026": {
      "impute_value": -0.05734974454231789,
      "kind": "numeric"
    },
    "synth_f027": {
      "impute_value": -0.028904282759069727,
      "kind": "numeric"
    },
    "synth_f028": {
      "impute_value": -0.03871014295092303,
      "kind": "numeric"
    },
    "synth_f029": {
      "impute_value": -0.07160701456378529,
      "kind": "numeric"
    },
    "synth_f030": {
      "impute_value": -0.03305537122305746,
      "kind": "numeric"
    },
    "synth_f031": {
      "impute_value": -0.01310334677002175,
      "kind": "numeric"
    },
    "synth_f032": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f033": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f034": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f035": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f036": {
      "impute_value": 2.5,
      "kind": "numeric"
    },
    "synth_f037": {
      "impute_value": 3.0,
      "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": 0.0,
      "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": 0.0,
      "kind": "numeric"
    },
    "synth_f048": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f049": {
      "impute_value": 1.1241035599887401,
      "kind": "numeric"
    },
    "synth_f050": {
      "impute_value": 0.9885213460457558,
      "kind": "numeric"
    },
    "synth_f051": {
      "impute_value": 1.2198433158199582,
      "kind": "numeric"
    },
    "synth_f052": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f053": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f054": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f055": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f056": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f057": {
      "impute_value": 0.00430320112478795,
      "kind": "numeric"
    },
    "synth_f058": {
      "impute_value": 0.01347155738547957,
      "kind": "numeric"
    },
    "synth_f059": {
      "impute_value": -0.013200563757906646,
      "kind": "numeric"
    },
    "synth_f060": {
      "impute_value": -0.031010813934516754,
      "kind": "numeric"
    },
    "synth_f061": {
      "impute_value": -0.007510518277910387,
      "kind": "numeric"
    },
    "synth_f062": {
      "impute_value": -0.017353611340949048,
      "kind": "numeric"
    },
    "synth_f063": {
      "impute_value": -0.018730022540819978,
      "kind": "numeric"
    },
    "synth_f064": {
      "impute_value": -0.03137480233142921,
      "kind": "numeric"
    },
    "synth_f065": {
      "impute_value": -0.0380524246978038,
      "kind": "numeric"
    },
    "synth_f066": {
      "impute_value": -0.0035664592005447016,
      "kind": "numeric"
    },
    "synth_f067": {
      "impute_value": 0.013955071737206937,
      "kind": "numeric"
    },
    "synth_f068": {
      "impute_value": -0.013620815841638212,
      "kind": "numeric"
    },
    "synth_f069": {
      "impute_value": 0.003941205689824453,
      "kind": "numeric"
    },
    "synth_f070": {
      "impute_value": -0.0010389717489764916,
      "kind": "numeric"
    },
    "synth_f071": {
      "impute_value": 0.029017880572170442,
      "kind": "numeric"
    },
    "synth_f072": {
      "impute_value": -0.02666329597325534,
      "kind": "numeric"
    },
    "synth_f073": {
      "impute_value": -0.0019709576553597697,
      "kind": "numeric"
    },
    "synth_f074": {
      "impute_value": -0.013807117103937117,
      "kind": "numeric"
    },
    "synth_f075": {
      "impute_value": -0.01078006652710885,
      "kind": "numeric"
    }
  },
  "feature_scaling": {
    "constant_columns": [],
    "impute_values": [
      -0.056626815661847574,
      -0.0001756764198799221,
      -0.03870335892233889,
      -0.05897917129222624,
      -0.05504571939879874,
      -0.06438317824072975,
      -0.05960702376248092,
      -0.02761273136078768,
      0.000295630658612156,
      -0.0636054513147839,
      0.008612083560688572,
      -0.01525455339285281,
      -0.019674822864605285,
      -0.018220000569404704,
      -0.02977776076186986,
      -0.000354412565442247,
      -0.052467209460212605,
      -0.03528477675746494,
      -0.07477612913910718,
      -0.05285158524178357,
      -0.08393961541708198,
      -0.03483926469440557,
      -0.02697675219731921,
      -0.006664848665154349,
      -0.04202594458951254,
      -0.027729396153514198,
      -0.05734974454231789,
      -0.028904282759069727,
      -0.03871014295092303,
      -0.07160701456378529,
      -0.03305537122305746,
      -0.01310334677002175,
      2.0,
      3.0,
      3.0,
      3.0,
      2.5,
      3.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      1.1241035599887401,
      0.9885213460457558,
      1.2198433158199582,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.00430320112478795,
      0.01347155738547957,
      -0.013200563757906646,
      -0.031010813934516754,
      -0.007510518277910387,
      -0.017353611340949048,
      -0.018730022540819978,
      -0.03137480233142921,
      -0.0380524246978038,
      -0.0035664592005447016,
      0.013955071737206937,
      -0.013620815841638212,
      0.003941205689824453,
      -0.0010389717489764916,
      0.029017880572170442,
      -0.02666329597325534,
      -0.0019709576553597697,
      -0.013807117103937117,
      -0.01078006652710885
    ],
    "max": [
      2.8537213429263995,
      3.1390543448620587,
      3.4116160566878637,
      3.3874305796753545,
      3.7182287334294073,
      4.085248581955955,
      3.528584848547421,
      3.1706213924913755,
      3.4384264286640396,
      3.7671339851107755,
      4.299896106140138,
      4.245348464070533,
      4.199883835462229,
      3.4406789022953133,
      4.239493593784703,
      4.337270587803102,
      4.332231959552441,
      4.314336519317073,
      3.344007541181943,
      3.468705424043246,
      3.2464422439312934,
      3.549612790011663,
      3.8019441219656986,
      5.816113006597731,
      2.998174661150147,
      2.9947108774416042,
      3.746319935882581,
      4.072247637663339,
      3.6812054634158047,
      4.340699081004423,
      3.693460583011709,
      3.0434816949193912,
      5.0,
      5.0,
      5.0,
      5.0,
      5.0,
      5.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      7.7372596010529096,
      7.1883637629498125,
      7.356016167397435,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      2.1483899480116566,
      1.9769858084725165,
      2.36031962167928,
      1.9915170039284775,
      4.3466479943051946,
      4.233678831332522,
      4.213988252781385,
      3.3956404372881814,
      4.222705129316781,
      3.736105322318619,
      2.9959228687371917,
      0.9991810268584758,
      3.5350943847680023,
      0.9996113688406261,
      3.3479458137324034,
      0.9984164654452288,
      3.3149880567371306,
      0.9978506968786971,
      3.3304481514498074
    ],
    "method": "minmax over imputed synthetic source rows before sampling",
    "min": [
      -3.736217717858178,
      -3.1960422184927504,
      -3.999417301439164,
      -3.867667123214714,
      -3.8489499607612467,
      -4.43828009125253,
      -3.414442681254756,
      -3.457488631669708,
      -3.9790495765628697,
      -4.435140381871797,
      -3.9851317019584083,
      -4.107102933715006,
      -3.046511701534346,
      -3.775764773746596,
      -3.423057758719173,
      -3.929864350106617,
      -3.7966966462444365,
      -4.730932395369052,
      -3.2361835149922875,
      -3.2480685478815605,
      -3.9172215505800256,
      -3.7813712548360767,
      -4.590626159698038,
      -4.6143840394574305,
      -3.6267841959963065,
      -3.3345821107783964,
      -4.125298968818295,
      -3.452217844910479,
      -3.895167194811779,
      -3.8878195859363442,
      -3.3459028254957346,
      -3.843878441141401,
      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,
      -2.291015743482503,
      -1.8647996233698378,
      -2.1769380999830275,
      -2.338522713987122,
      -3.9729219938127085,
      -4.057660404469633,
      -3.0064606690014113,
      -3.756694544979738,
      -3.457174012914934,
      -3.997625029762754,
      -3.29258142023379,
      -0.9984106534759118,
      -3.448108891481995,
      -0.9995597309212505,
      -3.248995278785416,
      -0.9996871683905322,
      -3.2095677748608615,
      -0.9996961405970486,
      -3.0389599797369384
    ]
  },
  "generator_name": "synthetic_binary_mixed_tabular",
  "generator_recipe": {
    "feature_family_counts": {
      "binary": 11,
      "continuous_correlated": 32,
      "noise": 9,
      "one_hot_like": 5,
      "ordinal": 6,
      "redundant": 4,
      "repeated_noisy": 6,
      "zero_inflated": 3
    },
    "label_noise_rate": 0.1905,
    "latent_columns": 9,
    "missing_rate_before_imputation": 0.020796052631578948,
    "parameters": {
      "binary_features": 11,
      "binary_missing_fraction": 0.19362981591344636,
      "binary_noise_scale": 0.5673318915012853,
      "categorical_flip_rate": 0.02408284723298877,
      "categorical_levels": 5,
      "continuous_features": 32,
      "continuous_noise_scale": 0.5951086853132337,
      "label_noise_rate": 0.20116171254007023,
      "latent_columns": 9,
      "missing_base_rate": 0.00018585577996806267,
      "missing_latent_rate": 0.05173338056594494,
      "noise_features": 9,
      "ordinal_bin_count": 6,
      "ordinal_features": 6,
      "redundant_features": 4,
      "redundant_noise_scale": 0.06391132923396699,
      "repeated_noise_scale": 0.046027613018534655,
      "repeated_noisy_features": 6,
      "score_feature_strength": -0.26608318855552554,
      "score_linear_strength": -0.6052620896195273,
      "score_noise_scale": 1.2526279188238,
      "score_product_strength": 0.23346539082408513,
      "score_sin_strength": 0.6321500015161116,
      "score_square_strength": -0.26859371668290766,
      "score_subgroup_strength": 0.4172380977259824,
      "score_threshold_strength": -0.5307699113360597,
      "subgroup_count": 6,
      "subgroup_probabilities": [
        0.09146307633855207,
        0.24234090970197403,
        0.27166279027603024,
        0.1978181540836274,
        0.16436160596994331,
        0.03235346362987315
      ],
      "target_quantile": 0.6416321715345132,
      "target_quantile_jitter": null,
      "target_quantile_low": null,
      "zero_inflated_features": 3,
      "zero_inflated_gamma_scale": 0.6470383740206898,
      "zero_inflated_gamma_shape": 1.5945091390709623
    },
    "raw_feature_count": 76,
    "subgroup_count": 6,
    "subgroup_probabilities": [
      0.09146307633855205,
      0.24234090970197397,
      0.2716627902760302,
      0.19781815408362735,
      0.1643616059699433,
      0.032353463629873146
    ],
    "target_quantile": 0.6416321715345132
  },
  "generator_seed": 1399672723,
  "generator_version": "0.2.0",
  "hash_algorithm": "sha256:first16",
  "headers_removed_from_csv": true,
  "n_features": 76,
  "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",
    "synth_f068",
    "synth_f069",
    "synth_f070",
    "synth_f071",
    "synth_f072",
    "synth_f073",
    "synth_f074",
    "synth_f075",
    "target"
  ],
  "output_headers": false,
  "publish": {
    "dataset_hash": "0092d95c2e28d136",
    "dest": "quant-binary-central:/home/ubuntu/quant/binary/",
    "final": "/home/ubuntu/quant/binary/0092d95c2e28d136",
    "remote": "quant-binary-central",
    "staging": "/home/ubuntu/quant/binary/.incoming-xbabe2-0092d95c2e28d136",
    "status": "published",
    "stderr": "",
    "stdout": "",
    "updated_at": "2026-06-24T10:54:33+00:00"
  },
  "sampling": {
    "method": "stratified by synthetic target distribution",
    "seed": 1399672740,
    "test_target_rows": 1000,
    "train_target_rows": 1000
  },
  "sha256": "0092d95c2e28d136e45915423515dcf50980b58b022b6b1e3827dc5adf725de2",
  "source_file": "0092d95c2e28d136.csv",
  "source_modified_at": "2026-06-24T10:52:29+00:00",
  "source_path": "/home/ubuntu/quant/synthetic/sources/0092d95c2e28d136.csv",
  "source_real_data": null,
  "source_size_bytes": 1356381,
  "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": 0.406,
    "negative_class": 0.0,
    "positive_class": 1.0,
    "positive_rate": 0.406
  },
  "task_type": "binary",
  "test_rows": 1000,
  "train_rows": 1000,
  "worker_host": "xbabe2",
  "worker_id": 36,
  "worker_pid": 2447970
}
