{
  "acceptance_gates": {
    "evaluated_at": "2026-06-24T07:28:22+00:00",
    "results": {
      "accepted": true,
      "best_algorithm": "extra_trees_512",
      "best_test_roc_auc": 0.6022934293732303,
      "best_top_decile_lift": 1.6195372750642674,
      "completed_report_count": 38,
      "failed_reports": [],
      "minority_class_rate": 0.3885,
      "missing_reports": [],
      "required_report_count": 38,
      "top_decile_lift_algorithm": "extra_trees_512"
    },
    "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": 4,
  "attempt_uuid": "f736b6742af0443f8ec2ef732be47a98",
  "counts": {
    "dropped_feature_count": 0,
    "n_features": 81,
    "original_columns": 82,
    "original_rows": 2000,
    "rows_after_target_cleanup": 2000,
    "selected_rows": 2000,
    "strata_count": 2,
    "test_rows": 1000,
    "train_rows": 1000
  },
  "created_at": "2026-06-24T07:22:26+00:00",
  "dataset_hash": "0303b46da0d9d002",
  "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",
    "synth_f076",
    "synth_f077",
    "synth_f078",
    "synth_f079",
    "synth_f080"
  ],
  "feature_encodings": {
    "synth_f000": {
      "impute_value": -0.0015843603109949589,
      "kind": "numeric"
    },
    "synth_f001": {
      "impute_value": -0.04029282960497343,
      "kind": "numeric"
    },
    "synth_f002": {
      "impute_value": 0.016136625383900816,
      "kind": "numeric"
    },
    "synth_f003": {
      "impute_value": -0.08753726905516224,
      "kind": "numeric"
    },
    "synth_f004": {
      "impute_value": -0.04502330770586446,
      "kind": "numeric"
    },
    "synth_f005": {
      "impute_value": -0.04421769571413556,
      "kind": "numeric"
    },
    "synth_f006": {
      "impute_value": -0.06202899006040541,
      "kind": "numeric"
    },
    "synth_f007": {
      "impute_value": -0.02761345080969839,
      "kind": "numeric"
    },
    "synth_f008": {
      "impute_value": -0.03495868963084042,
      "kind": "numeric"
    },
    "synth_f009": {
      "impute_value": -0.060605113877887334,
      "kind": "numeric"
    },
    "synth_f010": {
      "impute_value": 0.005909688871258062,
      "kind": "numeric"
    },
    "synth_f011": {
      "impute_value": -0.016126132745478,
      "kind": "numeric"
    },
    "synth_f012": {
      "impute_value": 0.0022894280881354647,
      "kind": "numeric"
    },
    "synth_f013": {
      "impute_value": -0.05641197631854501,
      "kind": "numeric"
    },
    "synth_f014": {
      "impute_value": -0.04312987825683867,
      "kind": "numeric"
    },
    "synth_f015": {
      "impute_value": -0.048005093835422695,
      "kind": "numeric"
    },
    "synth_f016": {
      "impute_value": -0.07894865777786719,
      "kind": "numeric"
    },
    "synth_f017": {
      "impute_value": -0.027678199323910024,
      "kind": "numeric"
    },
    "synth_f018": {
      "impute_value": 0.00249485542791697,
      "kind": "numeric"
    },
    "synth_f019": {
      "impute_value": -0.06180113755365113,
      "kind": "numeric"
    },
    "synth_f020": {
      "impute_value": 0.018087980599062636,
      "kind": "numeric"
    },
    "synth_f021": {
      "impute_value": -0.018568038961137547,
      "kind": "numeric"
    },
    "synth_f022": {
      "impute_value": -0.011317508386972042,
      "kind": "numeric"
    },
    "synth_f023": {
      "impute_value": -0.07343931141937098,
      "kind": "numeric"
    },
    "synth_f024": {
      "impute_value": -0.013530819404134815,
      "kind": "numeric"
    },
    "synth_f025": {
      "impute_value": -0.07412705824291066,
      "kind": "numeric"
    },
    "synth_f026": {
      "impute_value": -0.04998042879089062,
      "kind": "numeric"
    },
    "synth_f027": {
      "impute_value": -0.09408386844722455,
      "kind": "numeric"
    },
    "synth_f028": {
      "impute_value": -0.039764459582234776,
      "kind": "numeric"
    },
    "synth_f029": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f030": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f031": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f032": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f033": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f034": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f035": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f036": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f037": {
      "impute_value": 0.0,
      "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": 0.9975472268488015,
      "kind": "numeric"
    },
    "synth_f042": {
      "impute_value": 0.9914773906650436,
      "kind": "numeric"
    },
    "synth_f043": {
      "impute_value": 1.0800909828080147,
      "kind": "numeric"
    },
    "synth_f044": {
      "impute_value": 1.0275715789561608,
      "kind": "numeric"
    },
    "synth_f045": {
      "impute_value": 1.1204442161530426,
      "kind": "numeric"
    },
    "synth_f046": {
      "impute_value": 1.057343637945233,
      "kind": "numeric"
    },
    "synth_f047": {
      "impute_value": 1.0265504294548342,
      "kind": "numeric"
    },
    "synth_f048": {
      "impute_value": 0.9627072545314754,
      "kind": "numeric"
    },
    "synth_f049": {
      "impute_value": 1.1271693342990194,
      "kind": "numeric"
    },
    "synth_f050": {
      "impute_value": 0.9987868090869031,
      "kind": "numeric"
    },
    "synth_f051": {
      "impute_value": 0.0,
      "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": 0.0,
      "kind": "numeric"
    },
    "synth_f058": {
      "impute_value": 0.013861267776342952,
      "kind": "numeric"
    },
    "synth_f059": {
      "impute_value": -0.01883289629632349,
      "kind": "numeric"
    },
    "synth_f060": {
      "impute_value": 0.009193178439480872,
      "kind": "numeric"
    },
    "synth_f061": {
      "impute_value": -0.05005542627263939,
      "kind": "numeric"
    },
    "synth_f062": {
      "impute_value": -0.005865485505663532,
      "kind": "numeric"
    },
    "synth_f063": {
      "impute_value": 0.007756273701376085,
      "kind": "numeric"
    },
    "synth_f064": {
      "impute_value": -0.01893251619345243,
      "kind": "numeric"
    },
    "synth_f065": {
      "impute_value": -0.028827608678802928,
      "kind": "numeric"
    },
    "synth_f066": {
      "impute_value": 0.0003411858027896986,
      "kind": "numeric"
    },
    "synth_f067": {
      "impute_value": -0.007294431015790742,
      "kind": "numeric"
    },
    "synth_f068": {
      "impute_value": -0.023139439852381143,
      "kind": "numeric"
    },
    "synth_f069": {
      "impute_value": 0.0312527082578505,
      "kind": "numeric"
    },
    "synth_f070": {
      "impute_value": -0.03665544655770536,
      "kind": "numeric"
    },
    "synth_f071": {
      "impute_value": -0.008243875954495068,
      "kind": "numeric"
    },
    "synth_f072": {
      "impute_value": -0.0018966470197830931,
      "kind": "numeric"
    },
    "synth_f073": {
      "impute_value": -0.02735737019994771,
      "kind": "numeric"
    },
    "synth_f074": {
      "impute_value": -0.036601380615674195,
      "kind": "numeric"
    },
    "synth_f075": {
      "impute_value": -0.02615008581511365,
      "kind": "numeric"
    },
    "synth_f076": {
      "impute_value": -0.0005873357939131241,
      "kind": "numeric"
    },
    "synth_f077": {
      "impute_value": -0.012940164472140036,
      "kind": "numeric"
    },
    "synth_f078": {
      "impute_value": 0.0009550995348833746,
      "kind": "numeric"
    },
    "synth_f079": {
      "impute_value": -0.07113632339641915,
      "kind": "numeric"
    },
    "synth_f080": {
      "impute_value": -0.0060137449708500545,
      "kind": "numeric"
    }
  },
  "feature_scaling": {
    "constant_columns": [],
    "impute_values": [
      -0.0015843603109949589,
      -0.04029282960497343,
      0.016136625383900816,
      -0.08753726905516224,
      -0.04502330770586446,
      -0.04421769571413556,
      -0.06202899006040541,
      -0.02761345080969839,
      -0.03495868963084042,
      -0.060605113877887334,
      0.005909688871258062,
      -0.016126132745478,
      0.0022894280881354647,
      -0.05641197631854501,
      -0.04312987825683867,
      -0.048005093835422695,
      -0.07894865777786719,
      -0.027678199323910024,
      0.00249485542791697,
      -0.06180113755365113,
      0.018087980599062636,
      -0.018568038961137547,
      -0.011317508386972042,
      -0.07343931141937098,
      -0.013530819404134815,
      -0.07412705824291066,
      -0.04998042879089062,
      -0.09408386844722455,
      -0.039764459582234776,
      3.0,
      3.0,
      3.0,
      3.0,
      3.0,
      3.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.9975472268488015,
      0.9914773906650436,
      1.0800909828080147,
      1.0275715789561608,
      1.1204442161530426,
      1.057343637945233,
      1.0265504294548342,
      0.9627072545314754,
      1.1271693342990194,
      0.9987868090869031,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.013861267776342952,
      -0.01883289629632349,
      0.009193178439480872,
      -0.05005542627263939,
      -0.005865485505663532,
      0.007756273701376085,
      -0.01893251619345243,
      -0.028827608678802928,
      0.0003411858027896986,
      -0.007294431015790742,
      -0.023139439852381143,
      0.0312527082578505,
      -0.03665544655770536,
      -0.008243875954495068,
      -0.0018966470197830931,
      -0.02735737019994771,
      -0.036601380615674195,
      -0.02615008581511365,
      -0.0005873357939131241,
      -0.012940164472140036,
      0.0009550995348833746,
      -0.07113632339641915,
      -0.0060137449708500545
    ],
    "max": [
      2.8322009189242596,
      3.197022848324453,
      3.0787685327988568,
      3.3474706463509025,
      3.480196750183188,
      3.197326181550297,
      2.9438599536309273,
      3.1563023380543065,
      3.155665113207861,
      3.3160884446375367,
      3.982525700225202,
      3.2455103918060475,
      2.9486766767124974,
      3.4324439899562913,
      3.16410398082437,
      3.5137024910417547,
      3.1690100331558853,
      3.142201469342467,
      3.081271173805218,
      3.721560269604965,
      3.067769677505372,
      3.5137672040112884,
      3.4292868923477164,
      3.748857778603104,
      3.139098409683204,
      3.633642874610788,
      2.9999327964961915,
      3.0911065536933773,
      3.2088294862663473,
      6.0,
      6.0,
      6.0,
      6.0,
      6.0,
      6.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      7.891698718300524,
      6.907303343402669,
      7.3835034152659995,
      6.4292139667360075,
      7.4619690721732335,
      6.131346160073325,
      7.006126973512339,
      6.24328418471538,
      7.013131603541446,
      10.439880621474607,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.826541177500577,
      1.6811556092525206,
      1.7523826551005237,
      2.0796436377749177,
      2.591975118251471,
      2.098745476436354,
      1.6776303191057678,
      1.8649514959143765,
      3.1312154550905644,
      3.2635851021083946,
      2.924377510046293,
      3.392225391980153,
      0.998908148818461,
      3.173950572460178,
      0.9948424927934143,
      3.1141551299654835,
      0.9999612991115034,
      3.3677778197221193,
      0.9998206894347139,
      3.1003947609479443,
      0.9995881037440499,
      4.176516764578078,
      0.999340866662207
    ],
    "method": "minmax over imputed synthetic source rows before sampling",
    "min": [
      -2.4975335283182436,
      -3.846737602277993,
      -3.184137235828875,
      -2.999280026690953,
      -3.6670916843669517,
      -3.920469883038241,
      -2.4374207533726553,
      -3.0296043935043753,
      -2.898806080980689,
      -3.03103497806509,
      -3.3624818123612594,
      -3.4574759237321864,
      -3.1311398079046886,
      -2.956972146561492,
      -2.911487597153475,
      -4.641309546745667,
      -3.2649927020225027,
      -3.1818425223637363,
      -3.205913628794346,
      -3.1949639446582268,
      -2.71224947825002,
      -3.287074447541102,
      -3.276986342113675,
      -3.122458093583962,
      -3.005505970265288,
      -3.5133971699011246,
      -2.7377515705580984,
      -3.4174235246373885,
      -3.2468340212628872,
      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,
      -1.699471495591882,
      -2.339222639852281,
      -1.6618563033246492,
      -1.8527257205025656,
      -2.1514675421678016,
      -2.2987034427420663,
      -1.811584641137914,
      -1.713599509271462,
      -3.3276404851463175,
      -3.451536784356484,
      -3.0986137569671124,
      -3.8470753221403022,
      -0.9990341527803615,
      -3.241895176297145,
      -0.9999043127451381,
      -3.6456650863250304,
      -0.9950182954445443,
      -2.9052824864238196,
      -0.9999970529613773,
      -3.7878046858518792,
      -0.999966320612665,
      -3.395741000049697,
      -0.9996307416845265
    ]
  },
  "generator_name": "synthetic_binary_mixed_tabular",
  "generator_recipe": {
    "feature_family_counts": {
      "binary": 6,
      "continuous_correlated": 29,
      "noise": 12,
      "one_hot_like": 7,
      "ordinal": 6,
      "redundant": 8,
      "repeated_noisy": 3,
      "zero_inflated": 10
    },
    "label_noise_rate": 0.1565,
    "latent_columns": 10,
    "missing_rate_before_imputation": 0.05609876543209877,
    "parameters": {
      "binary_features": 6,
      "binary_missing_fraction": 0.22491271139862845,
      "binary_noise_scale": 0.5729109101023749,
      "categorical_flip_rate": 0.009911153341349233,
      "categorical_levels": 7,
      "continuous_features": 29,
      "continuous_noise_scale": 0.38129627183813586,
      "label_noise_rate": 0.1693663376796306,
      "latent_columns": 10,
      "missing_base_rate": 0.036752885411501415,
      "missing_latent_rate": 0.053932417741421525,
      "noise_features": 12,
      "ordinal_bin_count": 7,
      "ordinal_features": 6,
      "redundant_features": 8,
      "redundant_noise_scale": 0.06279692420100556,
      "repeated_noise_scale": 0.030328230691920546,
      "repeated_noisy_features": 3,
      "score_feature_strength": 0.2348091984482354,
      "score_linear_strength": -0.27698847998721887,
      "score_noise_scale": 1.2941299659310257,
      "score_product_strength": 0.569951412551691,
      "score_sin_strength": 0.546364650209878,
      "score_square_strength": -0.44779705789351354,
      "score_subgroup_strength": 0.08518288706724653,
      "score_threshold_strength": -0.38589339101339337,
      "subgroup_count": 4,
      "subgroup_probabilities": [
        0.4114339994170893,
        0.07937345331679066,
        0.48162453071230554,
        0.027568016553814544
      ],
      "target_quantile": 0.6518661315122012,
      "target_quantile_jitter": null,
      "target_quantile_low": null,
      "zero_inflated_features": 10,
      "zero_inflated_gamma_scale": 0.5531073712439396,
      "zero_inflated_gamma_shape": 1.5509961630705484
    },
    "raw_feature_count": 81,
    "subgroup_count": 4,
    "subgroup_probabilities": [
      0.4114339994170893,
      0.07937345331679066,
      0.48162453071230554,
      0.027568016553814544
    ],
    "target_quantile": 0.6518661315122012
  },
  "generator_seed": 3710349233,
  "generator_version": "0.2.0",
  "hash_algorithm": "sha256:first16",
  "headers_removed_from_csv": true,
  "n_features": 81,
  "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",
    "synth_f076",
    "synth_f077",
    "synth_f078",
    "synth_f079",
    "synth_f080",
    "target"
  ],
  "output_headers": false,
  "publish": {
    "dataset_hash": "0303b46da0d9d002",
    "dest": "quant-binary-central:/home/ubuntu/quant/binary/",
    "final": "/home/ubuntu/quant/binary/0303b46da0d9d002",
    "remote": "quant-binary-central",
    "staging": "/home/ubuntu/quant/binary/.incoming-xbabe2-0303b46da0d9d002",
    "status": "published",
    "stderr": "",
    "stdout": "",
    "updated_at": "2026-06-24T07:28:25+00:00"
  },
  "sampling": {
    "method": "stratified by synthetic target distribution",
    "seed": 3710349250,
    "test_target_rows": 1000,
    "train_target_rows": 1000
  },
  "sha256": "0303b46da0d9d00212c2e0f84925b01556dbcd67e84eb39778aee3dc61a9ea8f",
  "source_file": "0303b46da0d9d002.csv",
  "source_modified_at": "2026-06-24T07:22:26+00:00",
  "source_path": "/home/ubuntu/quant/synthetic/sources/0303b46da0d9d002.csv",
  "source_real_data": null,
  "source_size_bytes": 1442882,
  "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": 0.3885,
    "negative_class": 0.0,
    "positive_class": 1.0,
    "positive_rate": 0.3885
  },
  "task_type": "binary",
  "test_rows": 1000,
  "train_rows": 1000,
  "worker_host": "xbabe2",
  "worker_id": 15,
  "worker_pid": 3087865
}
