{
  "acceptance_gates": {
    "evaluated_at": "2026-06-23T10:44:17+00:00",
    "results": {
      "accepted": true,
      "best_algorithm": "gaussian_naive_bayes",
      "best_test_roc_auc": 0.6685618244981988,
      "best_top_decile_lift": 1.6379310344827585,
      "completed_report_count": 38,
      "failed_reports": [],
      "minority_class_rate": 0.464,
      "missing_reports": [],
      "required_report_count": 38,
      "top_decile_lift_algorithm": "ebm_interactions"
    },
    "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": 1,
  "attempt_uuid": "c366e5e45e4d415b84cc2647a7058e19",
  "counts": {
    "dropped_feature_count": 0,
    "n_features": 83,
    "original_columns": 84,
    "original_rows": 2000,
    "rows_after_target_cleanup": 2000,
    "selected_rows": 2000,
    "strata_count": 2,
    "test_rows": 1000,
    "train_rows": 1000
  },
  "created_at": "2026-06-23T10:42:00+00:00",
  "dataset_hash": "00285571d65d9f6e",
  "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",
    "synth_f081",
    "synth_f082"
  ],
  "feature_encodings": {
    "synth_f000": {
      "impute_value": -0.0290355490551647,
      "kind": "numeric"
    },
    "synth_f001": {
      "impute_value": 0.00423555685704996,
      "kind": "numeric"
    },
    "synth_f002": {
      "impute_value": -0.018409015401703727,
      "kind": "numeric"
    },
    "synth_f003": {
      "impute_value": -0.006720301303527049,
      "kind": "numeric"
    },
    "synth_f004": {
      "impute_value": 0.017778659723173773,
      "kind": "numeric"
    },
    "synth_f005": {
      "impute_value": 0.0202945877803484,
      "kind": "numeric"
    },
    "synth_f006": {
      "impute_value": 0.006545466247718318,
      "kind": "numeric"
    },
    "synth_f007": {
      "impute_value": 0.018999716179346204,
      "kind": "numeric"
    },
    "synth_f008": {
      "impute_value": -0.02195139341571717,
      "kind": "numeric"
    },
    "synth_f009": {
      "impute_value": -0.001539413051199534,
      "kind": "numeric"
    },
    "synth_f010": {
      "impute_value": -0.008815348120296551,
      "kind": "numeric"
    },
    "synth_f011": {
      "impute_value": -0.04046552985140975,
      "kind": "numeric"
    },
    "synth_f012": {
      "impute_value": -0.03015132082598983,
      "kind": "numeric"
    },
    "synth_f013": {
      "impute_value": -0.0181790818336712,
      "kind": "numeric"
    },
    "synth_f014": {
      "impute_value": -0.01832654266377376,
      "kind": "numeric"
    },
    "synth_f015": {
      "impute_value": -0.013671240076578522,
      "kind": "numeric"
    },
    "synth_f016": {
      "impute_value": 0.009418097606588516,
      "kind": "numeric"
    },
    "synth_f017": {
      "impute_value": 0.05390596067816014,
      "kind": "numeric"
    },
    "synth_f018": {
      "impute_value": -0.01784989802528414,
      "kind": "numeric"
    },
    "synth_f019": {
      "impute_value": -0.0043602237571315205,
      "kind": "numeric"
    },
    "synth_f020": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f021": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f022": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f023": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f024": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f025": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f026": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f027": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f028": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f029": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f030": {
      "impute_value": 1.0,
      "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": 0.0,
      "kind": "numeric"
    },
    "synth_f037": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f038": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f039": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f040": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f041": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f042": {
      "impute_value": 1.139455730630174,
      "kind": "numeric"
    },
    "synth_f043": {
      "impute_value": 1.1863420601570493,
      "kind": "numeric"
    },
    "synth_f044": {
      "impute_value": 1.1665434662767409,
      "kind": "numeric"
    },
    "synth_f045": {
      "impute_value": 1.2157789793625382,
      "kind": "numeric"
    },
    "synth_f046": {
      "impute_value": 1.09324732002425,
      "kind": "numeric"
    },
    "synth_f047": {
      "impute_value": 1.0853348297904561,
      "kind": "numeric"
    },
    "synth_f048": {
      "impute_value": 1.1616328611883342,
      "kind": "numeric"
    },
    "synth_f049": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f050": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f051": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f052": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f053": {
      "impute_value": -0.02697759653219861,
      "kind": "numeric"
    },
    "synth_f054": {
      "impute_value": 0.007764285328446509,
      "kind": "numeric"
    },
    "synth_f055": {
      "impute_value": -0.011686557339581377,
      "kind": "numeric"
    },
    "synth_f056": {
      "impute_value": -0.003122316396475625,
      "kind": "numeric"
    },
    "synth_f057": {
      "impute_value": 0.0038109305578320285,
      "kind": "numeric"
    },
    "synth_f058": {
      "impute_value": -0.00783277739208901,
      "kind": "numeric"
    },
    "synth_f059": {
      "impute_value": -0.02262846763863889,
      "kind": "numeric"
    },
    "synth_f060": {
      "impute_value": -0.017365416270276338,
      "kind": "numeric"
    },
    "synth_f061": {
      "impute_value": -0.005090232526367594,
      "kind": "numeric"
    },
    "synth_f062": {
      "impute_value": -0.011374423765298498,
      "kind": "numeric"
    },
    "synth_f063": {
      "impute_value": -0.01708908713095969,
      "kind": "numeric"
    },
    "synth_f064": {
      "impute_value": 0.025351614919546753,
      "kind": "numeric"
    },
    "synth_f065": {
      "impute_value": -0.05880146307488362,
      "kind": "numeric"
    },
    "synth_f066": {
      "impute_value": -0.003375555137106634,
      "kind": "numeric"
    },
    "synth_f067": {
      "impute_value": 0.026073100924766307,
      "kind": "numeric"
    },
    "synth_f068": {
      "impute_value": 0.019779620893900396,
      "kind": "numeric"
    },
    "synth_f069": {
      "impute_value": -0.0081373963316598,
      "kind": "numeric"
    },
    "synth_f070": {
      "impute_value": -0.012726789505538294,
      "kind": "numeric"
    },
    "synth_f071": {
      "impute_value": -0.0020416428360050085,
      "kind": "numeric"
    },
    "synth_f072": {
      "impute_value": -0.0042807636759999435,
      "kind": "numeric"
    },
    "synth_f073": {
      "impute_value": -0.002254967115435318,
      "kind": "numeric"
    },
    "synth_f074": {
      "impute_value": -0.01682903216560505,
      "kind": "numeric"
    },
    "synth_f075": {
      "impute_value": 0.027227108470394033,
      "kind": "numeric"
    },
    "synth_f076": {
      "impute_value": -0.01557432739476472,
      "kind": "numeric"
    },
    "synth_f077": {
      "impute_value": -0.021125693801614658,
      "kind": "numeric"
    },
    "synth_f078": {
      "impute_value": -0.02988239135202453,
      "kind": "numeric"
    },
    "synth_f079": {
      "impute_value": -0.02176886197140534,
      "kind": "numeric"
    },
    "synth_f080": {
      "impute_value": 0.05216121178894784,
      "kind": "numeric"
    },
    "synth_f081": {
      "impute_value": 0.007549274076600297,
      "kind": "numeric"
    },
    "synth_f082": {
      "impute_value": -0.010702454260104854,
      "kind": "numeric"
    }
  },
  "feature_scaling": {
    "constant_columns": [],
    "impute_values": [
      -0.0290355490551647,
      0.00423555685704996,
      -0.018409015401703727,
      -0.006720301303527049,
      0.017778659723173773,
      0.0202945877803484,
      0.006545466247718318,
      0.018999716179346204,
      -0.02195139341571717,
      -0.001539413051199534,
      -0.008815348120296551,
      -0.04046552985140975,
      -0.03015132082598983,
      -0.0181790818336712,
      -0.01832654266377376,
      -0.013671240076578522,
      0.009418097606588516,
      0.05390596067816014,
      -0.01784989802528414,
      -0.0043602237571315205,
      1.0,
      1.0,
      1.0,
      2.0,
      2.0,
      1.0,
      1.0,
      1.0,
      2.0,
      0.0,
      1.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      1.0,
      0.0,
      0.0,
      1.139455730630174,
      1.1863420601570493,
      1.1665434662767409,
      1.2157789793625382,
      1.09324732002425,
      1.0853348297904561,
      1.1616328611883342,
      0.0,
      0.0,
      0.0,
      0.0,
      -0.02697759653219861,
      0.007764285328446509,
      -0.011686557339581377,
      -0.003122316396475625,
      0.0038109305578320285,
      -0.00783277739208901,
      -0.02262846763863889,
      -0.017365416270276338,
      -0.005090232526367594,
      -0.011374423765298498,
      -0.01708908713095969,
      0.025351614919546753,
      -0.05880146307488362,
      -0.003375555137106634,
      0.026073100924766307,
      0.019779620893900396,
      -0.0081373963316598,
      -0.012726789505538294,
      -0.0020416428360050085,
      -0.0042807636759999435,
      -0.002254967115435318,
      -0.01682903216560505,
      0.027227108470394033,
      -0.01557432739476472,
      -0.021125693801614658,
      -0.02988239135202453,
      -0.02176886197140534,
      0.05216121178894784,
      0.007549274076600297,
      -0.010702454260104854
    ],
    "max": [
      3.106762504652619,
      3.404450853623609,
      3.2593311606880104,
      4.423360744320002,
      3.4273266344508238,
      3.837798502289528,
      3.7201166183494987,
      3.3906173423986146,
      3.315911188949956,
      3.234783662640199,
      3.385440114124761,
      3.5219146440885303,
      3.650530538591183,
      2.8930613430921017,
      3.0032419142428415,
      3.405058601911686,
      3.8578054703774045,
      3.827159519812559,
      2.9166678048414845,
      3.6378384854555703,
      3.0,
      3.0,
      3.0,
      3.0,
      3.0,
      3.0,
      3.0,
      3.0,
      3.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      7.420024708635962,
      6.741149334496875,
      6.425730101120818,
      6.85716374261755,
      8.596474767185144,
      6.511166465285765,
      7.436574261971552,
      1.0,
      1.0,
      1.0,
      1.0,
      1.894268370129883,
      2.012624969246082,
      2.247343522624054,
      2.665300837604984,
      2.2829534694462525,
      3.2957979249455884,
      3.493100707404286,
      3.397447492406527,
      2.895908870750196,
      2.981759266502644,
      3.4482889521568043,
      3.93132183880835,
      3.2687284726850145,
      0.9952402764428696,
      3.2204301584816433,
      0.9986891166675056,
      3.52776199243424,
      0.9998928312413629,
      3.514548754105887,
      0.9990717341600601,
      3.1220481533595486,
      0.9963320724189761,
      3.435426089840595,
      0.999091591949387,
      4.060629041374662,
      0.9988766611175324,
      3.207091362442618,
      0.9981507164908701,
      3.2018632418278132,
      0.998756900890329
    ],
    "method": "minmax over imputed synthetic source rows before sampling",
    "min": [
      -2.741014599780971,
      -3.353392248258826,
      -2.964323583000658,
      -3.16531226665979,
      -3.6677997916728975,
      -3.360475388409931,
      -3.1108410607899493,
      -3.247894009719051,
      -2.919460067933355,
      -3.2672498231723983,
      -3.574691134246878,
      -3.684169747968478,
      -3.012196590887164,
      -3.6034257093626256,
      -3.0190675264967024,
      -3.317316658654417,
      -3.8600576883108966,
      -3.3912889990379815,
      -2.9375426937229294,
      -3.3023785240057646,
      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,
      0.0,
      0.0,
      0.0,
      -1.8026173353462638,
      -2.252532733661733,
      -1.8404368243874931,
      -1.7960099156181264,
      -2.358778464891811,
      -3.609071328361287,
      -3.7167711957740406,
      -3.0593736725525473,
      -3.6111408567731424,
      -2.8980772025846635,
      -3.346060886586916,
      -3.9175885608076215,
      -3.5757453501275496,
      -0.9992722780136065,
      -3.184381902299921,
      -0.9975534703683848,
      -3.5076167422696276,
      -0.9996245502267533,
      -3.2164478860022627,
      -0.9980821481471622,
      -3.617079788437973,
      -0.9979511380077666,
      -3.3202342506784905,
      -0.9998787104140621,
      -3.2026452170180693,
      -0.9997209781530434,
      -3.163413504248013,
      -0.9985066016421378,
      -3.2586379666455456,
      -0.9990616926980238
    ]
  },
  "generator_name": "synthetic_binary_mixed_tabular",
  "generator_recipe": {
    "feature_family_counts": {
      "binary": 13,
      "continuous_correlated": 20,
      "noise": 18,
      "one_hot_like": 4,
      "ordinal": 9,
      "redundant": 5,
      "repeated_noisy": 7,
      "zero_inflated": 7
    },
    "label_noise_rate": 0.1925,
    "latent_columns": 10,
    "missing_rate_before_imputation": 0.038837349397590364,
    "parameters": {
      "binary_features": 13,
      "binary_missing_fraction": 0.28682328167833454,
      "binary_noise_scale": 0.27359308930841675,
      "categorical_flip_rate": 0.04322968068848848,
      "categorical_levels": 4,
      "continuous_features": 20,
      "continuous_noise_scale": 0.4753898287288669,
      "label_noise_rate": 0.17355097845814668,
      "latent_columns": 10,
      "missing_base_rate": 0.013239875103933074,
      "missing_latent_rate": 0.06420625624115063,
      "noise_features": 18,
      "ordinal_bin_count": 4,
      "ordinal_features": 9,
      "redundant_features": 5,
      "redundant_noise_scale": 0.13666409994293796,
      "repeated_noise_scale": 0.03562557885771073,
      "repeated_noisy_features": 7,
      "score_feature_strength": 0.3392917513390885,
      "score_linear_strength": 0.6175968601233761,
      "score_noise_scale": 0.9437473898669742,
      "score_product_strength": 0.33608746634798775,
      "score_sin_strength": 0.3238261439144712,
      "score_square_strength": -0.2623117723418868,
      "score_subgroup_strength": 0.17099853106745735,
      "score_threshold_strength": -0.2469868355112179,
      "subgroup_count": 5,
      "subgroup_probabilities": [
        0.16345192306837386,
        0.20987851492237045,
        0.3070237494715189,
        0.2906123945118026,
        0.029033418025934402
      ],
      "target_quantile": 0.5524482144958462,
      "target_quantile_jitter": null,
      "target_quantile_low": null,
      "zero_inflated_features": 7,
      "zero_inflated_gamma_scale": 0.5959888368922259,
      "zero_inflated_gamma_shape": 1.686745059087141
    },
    "raw_feature_count": 83,
    "subgroup_count": 5,
    "subgroup_probabilities": [
      0.16345192306837383,
      0.2098785149223704,
      0.30702374947151884,
      0.29061239451180254,
      0.029033418025934395
    ],
    "target_quantile": 0.5524482144958462
  },
  "generator_seed": 988045049,
  "generator_version": "0.2.0",
  "hash_algorithm": "sha256:first16",
  "headers_removed_from_csv": true,
  "n_features": 83,
  "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",
    "synth_f081",
    "synth_f082",
    "target"
  ],
  "output_headers": false,
  "publish": {
    "dataset_hash": "00285571d65d9f6e",
    "dest": "quant-binary-central:/home/ubuntu/quant/binary/",
    "final": "/home/ubuntu/quant/binary/00285571d65d9f6e",
    "remote": "quant-binary-central",
    "staging": "/home/ubuntu/quant/binary/.incoming-xbabe2-00285571d65d9f6e",
    "status": "published",
    "stderr": "",
    "stdout": "",
    "updated_at": "2026-06-23T10:44:19+00:00"
  },
  "sampling": {
    "method": "stratified by synthetic target distribution",
    "seed": 988045066,
    "test_target_rows": 1000,
    "train_target_rows": 1000
  },
  "sha256": "00285571d65d9f6e38efd7d96a9c45c92fede689583eb5c5a88972b7dd959995",
  "source_file": "00285571d65d9f6e.csv",
  "source_modified_at": "2026-06-23T10:42:00+00:00",
  "source_path": "/home/ubuntu/quant/synthetic/sources/00285571d65d9f6e.csv",
  "source_real_data": null,
  "source_size_bytes": 1396218,
  "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": 0.464,
    "negative_class": 0.0,
    "positive_class": 1.0,
    "positive_rate": 0.464
  },
  "task_type": "binary",
  "test_rows": 1000,
  "train_rows": 1000,
  "worker_host": "xbabe2",
  "worker_id": 13,
  "worker_pid": 1748338
}