{
  "acceptance_gates": {
    "evaluated_at": "2026-06-23T21:37:36+00:00",
    "results": {
      "accepted": true,
      "best_algorithm": "ebm",
      "best_test_roc_auc": 0.6991548037183672,
      "best_top_decile_lift": 1.9070904645476774,
      "completed_report_count": 38,
      "failed_reports": [],
      "minority_class_rate": 0.4085,
      "missing_reports": [],
      "required_report_count": 38,
      "top_decile_lift_algorithm": "ebm"
    },
    "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": 3,
  "attempt_uuid": "ee8014408a5e4090bceec9e82a0d259c",
  "counts": {
    "dropped_feature_count": 0,
    "n_features": 67,
    "original_columns": 68,
    "original_rows": 2000,
    "rows_after_target_cleanup": 2000,
    "selected_rows": 2000,
    "strata_count": 2,
    "test_rows": 1000,
    "train_rows": 1000
  },
  "created_at": "2026-06-23T21:35:57+00:00",
  "dataset_hash": "013db813a5cd433b",
  "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"
  ],
  "feature_encodings": {
    "synth_f000": {
      "impute_value": 0.02318058731360151,
      "kind": "numeric"
    },
    "synth_f001": {
      "impute_value": -0.06759224905476666,
      "kind": "numeric"
    },
    "synth_f002": {
      "impute_value": -0.032197530813142694,
      "kind": "numeric"
    },
    "synth_f003": {
      "impute_value": -0.058097536709240866,
      "kind": "numeric"
    },
    "synth_f004": {
      "impute_value": 0.020737734299468125,
      "kind": "numeric"
    },
    "synth_f005": {
      "impute_value": -0.042241047646681684,
      "kind": "numeric"
    },
    "synth_f006": {
      "impute_value": 0.002059352710064827,
      "kind": "numeric"
    },
    "synth_f007": {
      "impute_value": -0.036142998566922935,
      "kind": "numeric"
    },
    "synth_f008": {
      "impute_value": -0.01340968200873266,
      "kind": "numeric"
    },
    "synth_f009": {
      "impute_value": -0.03640775216377923,
      "kind": "numeric"
    },
    "synth_f010": {
      "impute_value": -0.017071738819527144,
      "kind": "numeric"
    },
    "synth_f011": {
      "impute_value": -0.02792726438589606,
      "kind": "numeric"
    },
    "synth_f012": {
      "impute_value": 0.03933702500503464,
      "kind": "numeric"
    },
    "synth_f013": {
      "impute_value": -0.03281871982106902,
      "kind": "numeric"
    },
    "synth_f014": {
      "impute_value": -0.030215076146239805,
      "kind": "numeric"
    },
    "synth_f015": {
      "impute_value": -0.05688896281002426,
      "kind": "numeric"
    },
    "synth_f016": {
      "impute_value": 0.006081846579957917,
      "kind": "numeric"
    },
    "synth_f017": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f018": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f019": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f020": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f021": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f022": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f023": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f024": {
      "impute_value": 1.0,
      "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": 1.1545398031025278,
      "kind": "numeric"
    },
    "synth_f029": {
      "impute_value": 1.1425649944581608,
      "kind": "numeric"
    },
    "synth_f030": {
      "impute_value": 1.2241705608790296,
      "kind": "numeric"
    },
    "synth_f031": {
      "impute_value": 1.1523754153669306,
      "kind": "numeric"
    },
    "synth_f032": {
      "impute_value": 1.2586200698080128,
      "kind": "numeric"
    },
    "synth_f033": {
      "impute_value": 1.1480212681831685,
      "kind": "numeric"
    },
    "synth_f034": {
      "impute_value": 1.206250647495288,
      "kind": "numeric"
    },
    "synth_f035": {
      "impute_value": 1.1948694447797783,
      "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": 0.0008019954819140761,
      "kind": "numeric"
    },
    "synth_f040": {
      "impute_value": -0.012600844009491179,
      "kind": "numeric"
    },
    "synth_f041": {
      "impute_value": -0.007429193448454274,
      "kind": "numeric"
    },
    "synth_f042": {
      "impute_value": -0.014756457393630087,
      "kind": "numeric"
    },
    "synth_f043": {
      "impute_value": -0.037080414422199656,
      "kind": "numeric"
    },
    "synth_f044": {
      "impute_value": 0.047417056505693264,
      "kind": "numeric"
    },
    "synth_f045": {
      "impute_value": -0.024156390943926867,
      "kind": "numeric"
    },
    "synth_f046": {
      "impute_value": -0.027316180365745686,
      "kind": "numeric"
    },
    "synth_f047": {
      "impute_value": -0.00870720884494555,
      "kind": "numeric"
    },
    "synth_f048": {
      "impute_value": 0.016223656388171026,
      "kind": "numeric"
    },
    "synth_f049": {
      "impute_value": -0.020758038082314776,
      "kind": "numeric"
    },
    "synth_f050": {
      "impute_value": -0.013093632765255325,
      "kind": "numeric"
    },
    "synth_f051": {
      "impute_value": 0.003023200871962662,
      "kind": "numeric"
    },
    "synth_f052": {
      "impute_value": 0.018171752320851553,
      "kind": "numeric"
    },
    "synth_f053": {
      "impute_value": 0.014047954950722717,
      "kind": "numeric"
    },
    "synth_f054": {
      "impute_value": -0.005898331935979773,
      "kind": "numeric"
    },
    "synth_f055": {
      "impute_value": -0.0018462644100468255,
      "kind": "numeric"
    },
    "synth_f056": {
      "impute_value": -0.0031996503319993153,
      "kind": "numeric"
    },
    "synth_f057": {
      "impute_value": -0.00024104114452715644,
      "kind": "numeric"
    },
    "synth_f058": {
      "impute_value": 0.014620159995267001,
      "kind": "numeric"
    },
    "synth_f059": {
      "impute_value": -0.027437133264024152,
      "kind": "numeric"
    },
    "synth_f060": {
      "impute_value": 0.008978780190874724,
      "kind": "numeric"
    },
    "synth_f061": {
      "impute_value": 0.008366852286534675,
      "kind": "numeric"
    },
    "synth_f062": {
      "impute_value": -0.00019040508654688537,
      "kind": "numeric"
    },
    "synth_f063": {
      "impute_value": 0.027818230225592565,
      "kind": "numeric"
    },
    "synth_f064": {
      "impute_value": 0.0041607772426273115,
      "kind": "numeric"
    },
    "synth_f065": {
      "impute_value": -0.02386700864908139,
      "kind": "numeric"
    },
    "synth_f066": {
      "impute_value": -0.026934985325275163,
      "kind": "numeric"
    }
  },
  "feature_scaling": {
    "constant_columns": [],
    "impute_values": [
      0.02318058731360151,
      -0.06759224905476666,
      -0.032197530813142694,
      -0.058097536709240866,
      0.020737734299468125,
      -0.042241047646681684,
      0.002059352710064827,
      -0.036142998566922935,
      -0.01340968200873266,
      -0.03640775216377923,
      -0.017071738819527144,
      -0.02792726438589606,
      0.03933702500503464,
      -0.03281871982106902,
      -0.030215076146239805,
      -0.05688896281002426,
      0.006081846579957917,
      2.0,
      2.0,
      2.0,
      3.0,
      2.0,
      3.0,
      2.0,
      1.0,
      0.0,
      0.0,
      0.0,
      1.1545398031025278,
      1.1425649944581608,
      1.2241705608790296,
      1.1523754153669306,
      1.2586200698080128,
      1.1480212681831685,
      1.206250647495288,
      1.1948694447797783,
      0.0,
      0.0,
      0.0,
      0.0008019954819140761,
      -0.012600844009491179,
      -0.007429193448454274,
      -0.014756457393630087,
      -0.037080414422199656,
      0.047417056505693264,
      -0.024156390943926867,
      -0.027316180365745686,
      -0.00870720884494555,
      0.016223656388171026,
      -0.020758038082314776,
      -0.013093632765255325,
      0.003023200871962662,
      0.018171752320851553,
      0.014047954950722717,
      -0.005898331935979773,
      -0.0018462644100468255,
      -0.0031996503319993153,
      -0.00024104114452715644,
      0.014620159995267001,
      -0.027437133264024152,
      0.008978780190874724,
      0.008366852286534675,
      -0.00019040508654688537,
      0.027818230225592565,
      0.0041607772426273115,
      -0.02386700864908139,
      -0.026934985325275163
    ],
    "max": [
      2.68321745636824,
      3.653753303598447,
      3.268199508385044,
      3.159825653806029,
      3.312459736248977,
      3.6580869964128224,
      2.951598318598443,
      2.9599343032892134,
      3.376693944451057,
      3.410853813180897,
      3.295657843661844,
      3.7421332378697145,
      2.8000569245957685,
      3.1512283917894717,
      3.5757658284564737,
      3.3385172409624304,
      3.649890387278174,
      5.0,
      5.0,
      5.0,
      5.0,
      5.0,
      5.0,
      5.0,
      1.0,
      1.0,
      1.0,
      1.0,
      6.877796151895309,
      6.84587911304771,
      7.158695537944814,
      6.24069532236574,
      6.41566777103327,
      7.324856839231181,
      6.4570818360877205,
      7.888110247004043,
      1.0,
      1.0,
      1.0,
      1.8861417890205738,
      1.7481692903206463,
      2.2438069824662734,
      3.282488082024263,
      3.8447406443986787,
      2.781971993016034,
      3.2478008493645536,
      3.4951040389399743,
      2.972123685297655,
      0.9998851401587807,
      4.076934862925533,
      0.9996745692537268,
      3.919914931474908,
      0.9993767769897335,
      3.3036781849611536,
      0.999801329800329,
      3.0105504198939133,
      0.9987238752617977,
      2.8571002974326243,
      0.9995890895625237,
      3.4670325472211907,
      0.9973383474809032,
      3.886989745446576,
      0.9990351760851377,
      3.4941393378055112,
      0.9998930286542802,
      2.9102327234164105,
      0.9998653754887823
    ],
    "method": "minmax over imputed synthetic source rows before sampling",
    "min": [
      -2.6701284132329874,
      -3.2286630983942977,
      -3.7665970216801563,
      -3.0829762597645987,
      -3.011952882381438,
      -3.6065532437282095,
      -3.3321453087448063,
      -3.160114788168071,
      -3.144748642662362,
      -3.4689391386847075,
      -3.9037963207532194,
      -3.5484116775256425,
      -2.7781542448980865,
      -3.13538559906785,
      -3.0665057531993876,
      -3.374861278479652,
      -3.442966659773887,
      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,
      -1.7657276995356606,
      -1.6756503484778718,
      -2.028551433386707,
      -3.937478721758142,
      -3.4425502981223066,
      -2.8680213767989566,
      -3.0701812719560726,
      -3.1244791171604978,
      -2.910860717573378,
      -0.9979526359407667,
      -3.814431826633699,
      -0.9983061589903621,
      -4.382472086314589,
      -0.9991450891819313,
      -3.0768129282921683,
      -0.9996038221584473,
      -3.090097694875839,
      -0.9981296952530512,
      -3.410670890543507,
      -0.9970926467505361,
      -3.6031282194403422,
      -0.9984185016366183,
      -3.208631308131632,
      -0.9992431553336671,
      -3.351209902027072,
      -0.9990338551831301,
      -3.389842726622158,
      -0.9991755567237921
    ]
  },
  "generator_name": "synthetic_binary_mixed_tabular",
  "generator_recipe": {
    "feature_family_counts": {
      "binary": 4,
      "continuous_correlated": 17,
      "noise": 20,
      "one_hot_like": 3,
      "ordinal": 7,
      "redundant": 3,
      "repeated_noisy": 5,
      "zero_inflated": 8
    },
    "label_noise_rate": 0.201,
    "latent_columns": 6,
    "missing_rate_before_imputation": 0.03711940298507463,
    "parameters": {
      "binary_features": 4,
      "binary_missing_fraction": 0.3892957167928202,
      "binary_noise_scale": 0.39055358654282857,
      "categorical_flip_rate": 0.005392977030802113,
      "categorical_levels": 3,
      "continuous_features": 17,
      "continuous_noise_scale": 0.3462300453022566,
      "label_noise_rate": 0.20481886456077486,
      "latent_columns": 6,
      "missing_base_rate": 0.015428489599853731,
      "missing_latent_rate": 0.0470643303590409,
      "noise_features": 20,
      "ordinal_bin_count": 6,
      "ordinal_features": 7,
      "redundant_features": 3,
      "redundant_noise_scale": 0.07719885196635166,
      "repeated_noise_scale": 0.06017855922709293,
      "repeated_noisy_features": 5,
      "score_feature_strength": 0.3873641132611029,
      "score_linear_strength": 0.42110511754825547,
      "score_noise_scale": 0.9958619581070757,
      "score_product_strength": 0.2530112804898993,
      "score_sin_strength": 0.8050761361295637,
      "score_square_strength": 0.20510357528385073,
      "score_subgroup_strength": 0.43404622093005685,
      "score_threshold_strength": 0.5536092877673641,
      "subgroup_count": 3,
      "subgroup_probabilities": [
        0.4924088892442272,
        0.08784667687790289,
        0.41974443387786997
      ],
      "target_quantile": 0.6654707102116384,
      "target_quantile_jitter": null,
      "target_quantile_low": null,
      "zero_inflated_features": 8,
      "zero_inflated_gamma_scale": 0.5281808008340828,
      "zero_inflated_gamma_shape": 1.9868067830044858
    },
    "raw_feature_count": 67,
    "subgroup_count": 3,
    "subgroup_probabilities": [
      0.4924088892442272,
      0.08784667687790289,
      0.41974443387786997
    ],
    "target_quantile": 0.6654707102116384
  },
  "generator_seed": 1494199854,
  "generator_version": "0.2.0",
  "hash_algorithm": "sha256:first16",
  "headers_removed_from_csv": true,
  "n_features": 67,
  "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",
    "target"
  ],
  "output_headers": false,
  "publish": {
    "dataset_hash": "013db813a5cd433b",
    "dest": "quant-binary-central:/home/ubuntu/quant/binary/",
    "final": "/home/ubuntu/quant/binary/013db813a5cd433b",
    "remote": "quant-binary-central",
    "staging": "/home/ubuntu/quant/binary/.incoming-xbabe2-013db813a5cd433b",
    "status": "published",
    "stderr": "",
    "stdout": "",
    "updated_at": "2026-06-23T21:37:39+00:00"
  },
  "sampling": {
    "method": "stratified by synthetic target distribution",
    "seed": 1494199871,
    "test_target_rows": 1000,
    "train_target_rows": 1000
  },
  "sha256": "013db813a5cd433b6e8190eee7e0c2ae1437028c111b3d79a7bb69aaf185a1c3",
  "source_file": "013db813a5cd433b.csv",
  "source_modified_at": "2026-06-23T21:35:57+00:00",
  "source_path": "/home/ubuntu/quant/synthetic/sources/013db813a5cd433b.csv",
  "source_real_data": null,
  "source_size_bytes": 1248122,
  "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": 0.4085,
    "negative_class": 0.0,
    "positive_class": 1.0,
    "positive_rate": 0.4085
  },
  "task_type": "binary",
  "test_rows": 1000,
  "train_rows": 1000,
  "worker_host": "xbabe2",
  "worker_id": 34,
  "worker_pid": 1113966
}