{
  "acceptance_gates": {
    "evaluated_at": "2026-06-24T13:23:11+00:00",
    "results": {
      "accepted": true,
      "best_algorithm": "bernoulli_naive_bayes",
      "best_test_roc_auc": 0.6231210808320912,
      "best_top_decile_lift": 1.6991643454038998,
      "completed_report_count": 38,
      "failed_reports": [],
      "minority_class_rate": 0.3585,
      "missing_reports": [],
      "required_report_count": 38,
      "top_decile_lift_algorithm": "complement_naive_bayes"
    },
    "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": "ac5839b895df4405ad7d0fe9589a6fa9",
  "counts": {
    "dropped_feature_count": 0,
    "n_features": 71,
    "original_columns": 72,
    "original_rows": 2000,
    "rows_after_target_cleanup": 2000,
    "selected_rows": 2000,
    "strata_count": 2,
    "test_rows": 1000,
    "train_rows": 1000
  },
  "created_at": "2026-06-24T13:20:37+00:00",
  "dataset_hash": "014790aebcfd2909",
  "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"
  ],
  "feature_encodings": {
    "synth_f000": {
      "impute_value": -0.02792118660066273,
      "kind": "numeric"
    },
    "synth_f001": {
      "impute_value": -0.018858250121322098,
      "kind": "numeric"
    },
    "synth_f002": {
      "impute_value": -0.019132941004261477,
      "kind": "numeric"
    },
    "synth_f003": {
      "impute_value": -0.05026303624350778,
      "kind": "numeric"
    },
    "synth_f004": {
      "impute_value": -0.004457485133378208,
      "kind": "numeric"
    },
    "synth_f005": {
      "impute_value": -0.07388233012468975,
      "kind": "numeric"
    },
    "synth_f006": {
      "impute_value": -0.031012115686617492,
      "kind": "numeric"
    },
    "synth_f007": {
      "impute_value": -0.04017196376077092,
      "kind": "numeric"
    },
    "synth_f008": {
      "impute_value": -0.03886767127956203,
      "kind": "numeric"
    },
    "synth_f009": {
      "impute_value": 0.011958726976813105,
      "kind": "numeric"
    },
    "synth_f010": {
      "impute_value": -0.05574334666965158,
      "kind": "numeric"
    },
    "synth_f011": {
      "impute_value": -0.016409491035462354,
      "kind": "numeric"
    },
    "synth_f012": {
      "impute_value": -0.039904706601880224,
      "kind": "numeric"
    },
    "synth_f013": {
      "impute_value": -0.025979811848540812,
      "kind": "numeric"
    },
    "synth_f014": {
      "impute_value": 0.014996103436861336,
      "kind": "numeric"
    },
    "synth_f015": {
      "impute_value": -0.07076660593245138,
      "kind": "numeric"
    },
    "synth_f016": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f017": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f018": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f019": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f020": {
      "impute_value": 2.0,
      "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": 2.0,
      "kind": "numeric"
    },
    "synth_f026": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f027": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f028": {
      "impute_value": 1.0,
      "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": 1.045991937139405,
      "kind": "numeric"
    },
    "synth_f037": {
      "impute_value": 0.9368994778839492,
      "kind": "numeric"
    },
    "synth_f038": {
      "impute_value": 0.9770659426177272,
      "kind": "numeric"
    },
    "synth_f039": {
      "impute_value": 0.9559291589985861,
      "kind": "numeric"
    },
    "synth_f040": {
      "impute_value": 0.9833647858919359,
      "kind": "numeric"
    },
    "synth_f041": {
      "impute_value": 0.9527380324826924,
      "kind": "numeric"
    },
    "synth_f042": {
      "impute_value": 1.0108699293184973,
      "kind": "numeric"
    },
    "synth_f043": {
      "impute_value": 1.0144030473124444,
      "kind": "numeric"
    },
    "synth_f044": {
      "impute_value": 1.0689983709658915,
      "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": 0.0,
      "kind": "numeric"
    },
    "synth_f050": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f051": {
      "impute_value": 0.00889547582613895,
      "kind": "numeric"
    },
    "synth_f052": {
      "impute_value": -0.008868732786341031,
      "kind": "numeric"
    },
    "synth_f053": {
      "impute_value": -0.007795050496034524,
      "kind": "numeric"
    },
    "synth_f054": {
      "impute_value": -0.014532028237985582,
      "kind": "numeric"
    },
    "synth_f055": {
      "impute_value": -0.011076533624062499,
      "kind": "numeric"
    },
    "synth_f056": {
      "impute_value": -0.025311323199770475,
      "kind": "numeric"
    },
    "synth_f057": {
      "impute_value": -0.024564985007201695,
      "kind": "numeric"
    },
    "synth_f058": {
      "impute_value": -0.005058777494192017,
      "kind": "numeric"
    },
    "synth_f059": {
      "impute_value": -0.01704226043227986,
      "kind": "numeric"
    },
    "synth_f060": {
      "impute_value": 0.005316313923720457,
      "kind": "numeric"
    },
    "synth_f061": {
      "impute_value": -0.02132966407893027,
      "kind": "numeric"
    },
    "synth_f062": {
      "impute_value": -0.33939839708869435,
      "kind": "numeric"
    },
    "synth_f063": {
      "impute_value": -0.058751338678883464,
      "kind": "numeric"
    },
    "synth_f064": {
      "impute_value": -0.02753360983961817,
      "kind": "numeric"
    },
    "synth_f065": {
      "impute_value": 0.0021229287268261948,
      "kind": "numeric"
    },
    "synth_f066": {
      "impute_value": -0.013215602016161565,
      "kind": "numeric"
    },
    "synth_f067": {
      "impute_value": -0.02971390661704833,
      "kind": "numeric"
    },
    "synth_f068": {
      "impute_value": -0.018497793172167265,
      "kind": "numeric"
    },
    "synth_f069": {
      "impute_value": -0.01736418769977479,
      "kind": "numeric"
    },
    "synth_f070": {
      "impute_value": -0.012910307190871162,
      "kind": "numeric"
    }
  },
  "feature_scaling": {
    "constant_columns": [],
    "impute_values": [
      -0.02792118660066273,
      -0.018858250121322098,
      -0.019132941004261477,
      -0.05026303624350778,
      -0.004457485133378208,
      -0.07388233012468975,
      -0.031012115686617492,
      -0.04017196376077092,
      -0.03886767127956203,
      0.011958726976813105,
      -0.05574334666965158,
      -0.016409491035462354,
      -0.039904706601880224,
      -0.025979811848540812,
      0.014996103436861336,
      -0.07076660593245138,
      1.0,
      1.0,
      2.0,
      2.0,
      2.0,
      1.0,
      1.0,
      2.0,
      2.0,
      2.0,
      1.0,
      1.0,
      1.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      1.045991937139405,
      0.9368994778839492,
      0.9770659426177272,
      0.9559291589985861,
      0.9833647858919359,
      0.9527380324826924,
      1.0108699293184973,
      1.0144030473124444,
      1.0689983709658915,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.00889547582613895,
      -0.008868732786341031,
      -0.007795050496034524,
      -0.014532028237985582,
      -0.011076533624062499,
      -0.025311323199770475,
      -0.024564985007201695,
      -0.005058777494192017,
      -0.01704226043227986,
      0.005316313923720457,
      -0.02132966407893027,
      -0.33939839708869435,
      -0.058751338678883464,
      -0.02753360983961817,
      0.0021229287268261948,
      -0.013215602016161565,
      -0.02971390661704833,
      -0.018497793172167265,
      -0.01736418769977479,
      -0.012910307190871162
    ],
    "max": [
      2.769925345696006,
      3.278305586427094,
      2.7313650035697123,
      2.822327652984559,
      2.9192412079091694,
      2.978060837841938,
      2.831905708045406,
      3.049986860982342,
      3.3034320936742243,
      3.545218147178052,
      3.401070142424161,
      3.4315562838073,
      2.817639443229065,
      3.2139023312355155,
      2.750762739127918,
      3.1271887349126732,
      3.0,
      3.0,
      3.0,
      3.0,
      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,
      5.643108780713861,
      7.55678748736597,
      5.206122124164321,
      5.294841104660509,
      5.599772767111837,
      8.229543522611763,
      5.23916725421839,
      5.324549401170915,
      5.651776266125045,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.7999993771228726,
      1.9439497393982714,
      1.8527701150688074,
      1.8093345331256463,
      1.7683715908494306,
      2.2658268398092516,
      1.8329783547448593,
      1.7825445974364247,
      2.0458034781257575,
      1.904251080639958,
      2.301750133337209,
      1.6243005001834223,
      3.3538654244425947,
      3.486503348600238,
      3.236839041847626,
      0.9999546059945001,
      2.9024619661243674,
      0.9981538043902947,
      3.0297513122615296,
      0.997523325837044
    ],
    "method": "minmax over imputed synthetic source rows before sampling",
    "min": [
      -2.5692622698824956,
      -2.9499154289757157,
      -2.8186891193608057,
      -4.315865952859564,
      -3.5074006402899043,
      -3.426964589613487,
      -2.6226037638978514,
      -2.8161878354057763,
      -3.4571046083730996,
      -3.2352190797339984,
      -3.5045445674494147,
      -3.144367654713572,
      -3.161298967436536,
      -2.5605283131760284,
      -2.752969312391025,
      -3.1830938490695666,
      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,
      0.0,
      0.0,
      -1.779475392239933,
      -1.651197460478408,
      -1.8921637142772052,
      -2.3256623104890806,
      -2.25306502652998,
      -2.187345269763041,
      -1.7080553875470934,
      -1.5046911503273734,
      -2.3566458101542285,
      -2.0417037647092786,
      -1.9365321562538917,
      -2.4064418892625064,
      -3.4352168752751537,
      -3.187327741289359,
      -3.3275186440472972,
      -0.9995702243277846,
      -3.4660585332392544,
      -0.9996440482138713,
      -3.2717785830624715,
      -0.9992211631290215
    ]
  },
  "generator_name": "synthetic_binary_mixed_tabular",
  "generator_recipe": {
    "feature_family_counts": {
      "binary": 7,
      "continuous_correlated": 16,
      "noise": 6,
      "one_hot_like": 6,
      "ordinal": 13,
      "redundant": 12,
      "repeated_noisy": 2,
      "zero_inflated": 9
    },
    "label_noise_rate": 0.167,
    "latent_columns": 12,
    "missing_rate_before_imputation": 0.03280985915492958,
    "parameters": {
      "binary_features": 7,
      "binary_missing_fraction": 0.07499711525613437,
      "binary_noise_scale": 0.33920728779929454,
      "categorical_flip_rate": 0.0018382910640699994,
      "categorical_levels": 6,
      "continuous_features": 16,
      "continuous_noise_scale": 0.3769220267006716,
      "label_noise_rate": 0.17359345161500836,
      "latent_columns": 12,
      "missing_base_rate": 0.03613791955667361,
      "missing_latent_rate": 0.008230824933026988,
      "noise_features": 6,
      "ordinal_bin_count": 4,
      "ordinal_features": 13,
      "redundant_features": 12,
      "redundant_noise_scale": 0.07351472646179867,
      "repeated_noise_scale": 0.05365931463440161,
      "repeated_noisy_features": 2,
      "score_feature_strength": -0.3940552452512908,
      "score_linear_strength": -0.6259339275526425,
      "score_noise_scale": 1.1986541193503466,
      "score_product_strength": 0.6246468768481045,
      "score_sin_strength": 0.76536978827966,
      "score_square_strength": -0.31187496673891957,
      "score_subgroup_strength": 0.37015605654843825,
      "score_threshold_strength": -0.6374899503085873,
      "subgroup_count": 3,
      "subgroup_probabilities": [
        0.5306831703079182,
        0.28743823217199005,
        0.1818785975200918
      ],
      "target_quantile": 0.7153989116891483,
      "target_quantile_jitter": null,
      "target_quantile_low": null,
      "zero_inflated_features": 9,
      "zero_inflated_gamma_scale": 0.34122135951162136,
      "zero_inflated_gamma_shape": 1.9370038320239136
    },
    "raw_feature_count": 71,
    "subgroup_count": 3,
    "subgroup_probabilities": [
      0.5306831703079182,
      0.28743823217199005,
      0.1818785975200918
    ],
    "target_quantile": 0.7153989116891483
  },
  "generator_seed": 3030166401,
  "generator_version": "0.2.0",
  "hash_algorithm": "sha256:first16",
  "headers_removed_from_csv": true,
  "n_features": 71,
  "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",
    "target"
  ],
  "output_headers": false,
  "publish": {
    "dataset_hash": "014790aebcfd2909",
    "dest": "quant-binary-central:/home/ubuntu/quant/binary/",
    "final": "/home/ubuntu/quant/binary/014790aebcfd2909",
    "remote": "quant-binary-central",
    "staging": "/home/ubuntu/quant/binary/.incoming-xbabe2-014790aebcfd2909",
    "status": "published",
    "stderr": "",
    "stdout": "",
    "updated_at": "2026-06-24T13:23:24+00:00"
  },
  "sampling": {
    "method": "stratified by synthetic target distribution",
    "seed": 3030166418,
    "test_target_rows": 1000,
    "train_target_rows": 1000
  },
  "sha256": "014790aebcfd2909f77a174fd4aa47f5309fcec36b05ce38142a50154c6b718c",
  "source_file": "014790aebcfd2909.csv",
  "source_modified_at": "2026-06-24T13:20:37+00:00",
  "source_path": "/home/ubuntu/quant/synthetic/sources/014790aebcfd2909.csv",
  "source_real_data": null,
  "source_size_bytes": 1098770,
  "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": 0.3585,
    "negative_class": 0.0,
    "positive_class": 1.0,
    "positive_rate": 0.3585
  },
  "task_type": "binary",
  "test_rows": 1000,
  "train_rows": 1000,
  "worker_host": "xbabe2",
  "worker_id": 28,
  "worker_pid": 759867
}
