{
  "acceptance_gates": {
    "evaluated_at": "2026-06-24T10:05:55+00:00",
    "results": {
      "accepted": true,
      "best_algorithm": "tabpfn_v25_classifier_default",
      "best_test_roc_auc": 0.6403126160046667,
      "best_top_decile_lift": 1.7919075144508672,
      "completed_report_count": 38,
      "failed_reports": [],
      "minority_class_rate": 0.3455,
      "missing_reports": [],
      "required_report_count": 38,
      "top_decile_lift_algorithm": "bagging"
    },
    "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": "37bc54df537644589dd51d7471fefdb9",
  "counts": {
    "dropped_feature_count": 0,
    "n_features": 73,
    "original_columns": 74,
    "original_rows": 2000,
    "rows_after_target_cleanup": 2000,
    "selected_rows": 2000,
    "strata_count": 2,
    "test_rows": 1000,
    "train_rows": 1000
  },
  "created_at": "2026-06-24T09:58:50+00:00",
  "dataset_hash": "051ccda8a8bda93f",
  "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"
  ],
  "feature_encodings": {
    "synth_f000": {
      "impute_value": 0.029411611227637302,
      "kind": "numeric"
    },
    "synth_f001": {
      "impute_value": 0.048827591534410214,
      "kind": "numeric"
    },
    "synth_f002": {
      "impute_value": 0.06757507329521228,
      "kind": "numeric"
    },
    "synth_f003": {
      "impute_value": -0.006918944707235919,
      "kind": "numeric"
    },
    "synth_f004": {
      "impute_value": 0.045607834909538625,
      "kind": "numeric"
    },
    "synth_f005": {
      "impute_value": -0.011588904931495031,
      "kind": "numeric"
    },
    "synth_f006": {
      "impute_value": 0.05903294141456786,
      "kind": "numeric"
    },
    "synth_f007": {
      "impute_value": -0.03742073708845023,
      "kind": "numeric"
    },
    "synth_f008": {
      "impute_value": 0.01858706819904124,
      "kind": "numeric"
    },
    "synth_f009": {
      "impute_value": -0.02190286131459862,
      "kind": "numeric"
    },
    "synth_f010": {
      "impute_value": 0.003293337863009227,
      "kind": "numeric"
    },
    "synth_f011": {
      "impute_value": -0.014037859263572261,
      "kind": "numeric"
    },
    "synth_f012": {
      "impute_value": 0.02587524733699599,
      "kind": "numeric"
    },
    "synth_f013": {
      "impute_value": -0.0002504761327122851,
      "kind": "numeric"
    },
    "synth_f014": {
      "impute_value": 0.0505489752586258,
      "kind": "numeric"
    },
    "synth_f015": {
      "impute_value": -0.018143606805945567,
      "kind": "numeric"
    },
    "synth_f016": {
      "impute_value": 0.05514218906263309,
      "kind": "numeric"
    },
    "synth_f017": {
      "impute_value": 0.014249906456740173,
      "kind": "numeric"
    },
    "synth_f018": {
      "impute_value": 0.028356745227255203,
      "kind": "numeric"
    },
    "synth_f019": {
      "impute_value": -0.03360833740597979,
      "kind": "numeric"
    },
    "synth_f020": {
      "impute_value": 0.04858050254497279,
      "kind": "numeric"
    },
    "synth_f021": {
      "impute_value": -0.020801092705262213,
      "kind": "numeric"
    },
    "synth_f022": {
      "impute_value": 0.036940053151022334,
      "kind": "numeric"
    },
    "synth_f023": {
      "impute_value": -0.045123244808017236,
      "kind": "numeric"
    },
    "synth_f024": {
      "impute_value": 0.03947804505525451,
      "kind": "numeric"
    },
    "synth_f025": {
      "impute_value": 0.02516515345986256,
      "kind": "numeric"
    },
    "synth_f026": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f027": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f028": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f029": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f030": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f031": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f032": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f033": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f034": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f035": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f036": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f037": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f038": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f039": {
      "impute_value": 1.102464261912182,
      "kind": "numeric"
    },
    "synth_f040": {
      "impute_value": 1.0992450755693233,
      "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": 0.019095983637553975,
      "kind": "numeric"
    },
    "synth_f046": {
      "impute_value": -0.002865120178184688,
      "kind": "numeric"
    },
    "synth_f047": {
      "impute_value": 0.03853077484613128,
      "kind": "numeric"
    },
    "synth_f048": {
      "impute_value": -0.0037919254970984473,
      "kind": "numeric"
    },
    "synth_f049": {
      "impute_value": 0.039810380651553096,
      "kind": "numeric"
    },
    "synth_f050": {
      "impute_value": -0.010499144639021036,
      "kind": "numeric"
    },
    "synth_f051": {
      "impute_value": 0.031016723674341485,
      "kind": "numeric"
    },
    "synth_f052": {
      "impute_value": -0.038047271879540205,
      "kind": "numeric"
    },
    "synth_f053": {
      "impute_value": 0.016708256243713866,
      "kind": "numeric"
    },
    "synth_f054": {
      "impute_value": -0.016968343125657787,
      "kind": "numeric"
    },
    "synth_f055": {
      "impute_value": 0.014742020910023707,
      "kind": "numeric"
    },
    "synth_f056": {
      "impute_value": -0.019839121108093966,
      "kind": "numeric"
    },
    "synth_f057": {
      "impute_value": 0.0025841878636459897,
      "kind": "numeric"
    },
    "synth_f058": {
      "impute_value": -0.017191262451632272,
      "kind": "numeric"
    },
    "synth_f059": {
      "impute_value": 0.03227888325199861,
      "kind": "numeric"
    },
    "synth_f060": {
      "impute_value": 0.0011180339300524886,
      "kind": "numeric"
    },
    "synth_f061": {
      "impute_value": 0.04624591819539702,
      "kind": "numeric"
    },
    "synth_f062": {
      "impute_value": -0.01720686378863063,
      "kind": "numeric"
    },
    "synth_f063": {
      "impute_value": 0.049843767097406774,
      "kind": "numeric"
    },
    "synth_f064": {
      "impute_value": 0.005203203752564636,
      "kind": "numeric"
    },
    "synth_f065": {
      "impute_value": -0.035109979934692115,
      "kind": "numeric"
    },
    "synth_f066": {
      "impute_value": 0.0483720740493207,
      "kind": "numeric"
    },
    "synth_f067": {
      "impute_value": 0.004471387673745664,
      "kind": "numeric"
    },
    "synth_f068": {
      "impute_value": 0.03778299552790955,
      "kind": "numeric"
    },
    "synth_f069": {
      "impute_value": -0.030009382255060002,
      "kind": "numeric"
    },
    "synth_f070": {
      "impute_value": 0.017894021117025986,
      "kind": "numeric"
    },
    "synth_f071": {
      "impute_value": -0.0006188393567886363,
      "kind": "numeric"
    },
    "synth_f072": {
      "impute_value": -0.0742205341462302,
      "kind": "numeric"
    }
  },
  "feature_scaling": {
    "constant_columns": [],
    "impute_values": [
      0.029411611227637302,
      0.048827591534410214,
      0.06757507329521228,
      -0.006918944707235919,
      0.045607834909538625,
      -0.011588904931495031,
      0.05903294141456786,
      -0.03742073708845023,
      0.01858706819904124,
      -0.02190286131459862,
      0.003293337863009227,
      -0.014037859263572261,
      0.02587524733699599,
      -0.0002504761327122851,
      0.0505489752586258,
      -0.018143606805945567,
      0.05514218906263309,
      0.014249906456740173,
      0.028356745227255203,
      -0.03360833740597979,
      0.04858050254497279,
      -0.020801092705262213,
      0.036940053151022334,
      -0.045123244808017236,
      0.03947804505525451,
      0.02516515345986256,
      2.0,
      2.0,
      2.0,
      2.0,
      1.0,
      1.0,
      1.0,
      1.0,
      0.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.102464261912182,
      1.0992450755693233,
      0.0,
      0.0,
      0.0,
      0.0,
      0.019095983637553975,
      -0.002865120178184688,
      0.03853077484613128,
      -0.0037919254970984473,
      0.039810380651553096,
      -0.010499144639021036,
      0.031016723674341485,
      -0.038047271879540205,
      0.016708256243713866,
      -0.016968343125657787,
      0.014742020910023707,
      -0.019839121108093966,
      0.0025841878636459897,
      -0.017191262451632272,
      0.03227888325199861,
      0.0011180339300524886,
      0.04624591819539702,
      -0.01720686378863063,
      0.049843767097406774,
      0.005203203752564636,
      -0.035109979934692115,
      0.0483720740493207,
      0.004471387673745664,
      0.03778299552790955,
      -0.030009382255060002,
      0.017894021117025986,
      -0.0006188393567886363,
      -0.0742205341462302
    ],
    "max": [
      2.681562375899413,
      3.034219401595171,
      3.0717159615174268,
      2.9820611511751194,
      3.477310326460711,
      3.1799566107032917,
      2.7660471358389778,
      3.4444865059705165,
      3.3587576494556775,
      3.0178526592483763,
      3.49505714936873,
      3.5397264763984673,
      3.8323438871304116,
      3.213776197140916,
      3.2829610858867477,
      3.1737567043865256,
      3.048059990466932,
      3.2314059971643005,
      2.716978007064599,
      3.0222651425658116,
      3.1615110912139204,
      3.95914345752926,
      3.5581403756221226,
      3.4089676380305582,
      2.8043476092677015,
      3.279894204809957,
      4.0,
      4.0,
      4.0,
      4.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      5.710186336032708,
      6.5739227678934835,
      1.0,
      1.0,
      1.0,
      1.0,
      1.6108606282151452,
      1.9945071967569796,
      1.7852847733108945,
      1.81016246733148,
      2.099927861864849,
      2.101377182868548,
      1.7553196330114524,
      2.0242474201778218,
      2.0701791308491577,
      1.958274841759152,
      2.3448596067442646,
      2.590944781625732,
      3.4969382219326937,
      3.5453897377784633,
      3.818042755999954,
      3.223598568708174,
      3.278956738556828,
      3.1966845183751444,
      3.042465095063931,
      3.5564343118321515,
      0.9999669530533415,
      3.336412700411234,
      0.9993502912786039,
      4.295319038584556,
      0.9999539009182714,
      2.924152092503598,
      0.9999971941201815,
      3.2844379613405335
    ],
    "method": "minmax over imputed synthetic source rows before sampling",
    "min": [
      -2.9409385478340715,
      -3.6630025050146062,
      -3.605691677124343,
      -3.196506627394645,
      -3.0447943581647277,
      -4.001823849860638,
      -3.2299050679624774,
      -3.8635262171223395,
      -3.580020552439329,
      -3.6176454621488787,
      -3.8326618135057364,
      -3.9164067228761685,
      -2.9165003906300155,
      -2.7227462513066856,
      -3.754709957115609,
      -3.4061173963779554,
      -3.337644475058031,
      -3.8722257970207137,
      -3.0671167346820334,
      -3.143615477633374,
      -3.55229157521488,
      -3.31673404223229,
      -3.109976983908324,
      -3.820250716344855,
      -2.565996838389642,
      -2.91535734143835,
      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,
      -1.804638503418787,
      -2.4141762348302906,
      -2.345583672987939,
      -1.9319611246805817,
      -1.8846441953733146,
      -2.510554771127706,
      -1.623489467214116,
      -2.5074231994644625,
      -2.1824134681779546,
      -2.0385722598914175,
      -2.3709900946901725,
      -2.543367985598699,
      -3.853767620415017,
      -3.9242434024435586,
      -2.9057354339484838,
      -2.712857242530904,
      -3.7406483271275746,
      -3.4009507344624224,
      -3.347044173910353,
      -3.55786014519099,
      -0.9977499287784224,
      -3.0221840957639317,
      -0.9993910188884656,
      -3.5635608662970095,
      -0.9990439875961388,
      -3.6678673095991106,
      -0.9996588883635071,
      -3.4245828684853126
    ]
  },
  "generator_name": "synthetic_binary_mixed_tabular",
  "generator_recipe": {
    "feature_family_counts": {
      "binary": 9,
      "continuous_correlated": 26,
      "noise": 9,
      "one_hot_like": 4,
      "ordinal": 4,
      "redundant": 12,
      "repeated_noisy": 7,
      "zero_inflated": 2
    },
    "label_noise_rate": 0.1075,
    "latent_columns": 12,
    "missing_rate_before_imputation": 0.017732876712328767,
    "parameters": {
      "binary_features": 9,
      "binary_missing_fraction": 0.30183924447682475,
      "binary_noise_scale": 0.4215802503739946,
      "categorical_flip_rate": 0.0029191833129473305,
      "categorical_levels": 4,
      "continuous_features": 26,
      "continuous_noise_scale": 0.38967252449087314,
      "label_noise_rate": 0.0993429820235042,
      "latent_columns": 12,
      "missing_base_rate": 0.012102658844624338,
      "missing_latent_rate": 0.015962277051903947,
      "noise_features": 9,
      "ordinal_bin_count": 5,
      "ordinal_features": 4,
      "redundant_features": 12,
      "redundant_noise_scale": 0.07164475217688801,
      "repeated_noise_scale": 0.012486869946268072,
      "repeated_noisy_features": 7,
      "score_feature_strength": -0.1484855243269793,
      "score_linear_strength": 0.4091125057059429,
      "score_noise_scale": 1.4237284346444214,
      "score_product_strength": 0.5490803523456169,
      "score_sin_strength": 0.8385260140383562,
      "score_square_strength": -0.1054580769720763,
      "score_subgroup_strength": 0.38167108184087817,
      "score_threshold_strength": 0.594185861875068,
      "subgroup_count": 3,
      "subgroup_probabilities": [
        0.2788113818791344,
        0.37279087207817224,
        0.34839774604269325
      ],
      "target_quantile": 0.70097632462727,
      "target_quantile_jitter": null,
      "target_quantile_low": null,
      "zero_inflated_features": 2,
      "zero_inflated_gamma_scale": 0.4031799367212695,
      "zero_inflated_gamma_shape": 1.869013973623702
    },
    "raw_feature_count": 73,
    "subgroup_count": 3,
    "subgroup_probabilities": [
      0.27881138187913446,
      0.3727908720781723,
      0.3483977460426933
    ],
    "target_quantile": 0.70097632462727
  },
  "generator_seed": 581475327,
  "generator_version": "0.2.0",
  "hash_algorithm": "sha256:first16",
  "headers_removed_from_csv": true,
  "n_features": 73,
  "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",
    "target"
  ],
  "output_headers": false,
  "publish": {
    "dataset_hash": "051ccda8a8bda93f",
    "dest": "quant-binary-central:/home/ubuntu/quant/binary/",
    "final": "/home/ubuntu/quant/binary/051ccda8a8bda93f",
    "remote": "quant-binary-central",
    "staging": "/home/ubuntu/quant/binary/.incoming-xbabe2-051ccda8a8bda93f",
    "status": "published",
    "stderr": "",
    "stdout": "",
    "updated_at": "2026-06-24T10:06:01+00:00"
  },
  "sampling": {
    "method": "stratified by synthetic target distribution",
    "seed": 581475344,
    "test_target_rows": 1000,
    "train_target_rows": 1000
  },
  "sha256": "051ccda8a8bda93fb0715c53d95e142fc486169bb2817be768794e7943a3c256",
  "source_file": "051ccda8a8bda93f.csv",
  "source_modified_at": "2026-06-24T09:58:50+00:00",
  "source_path": "/home/ubuntu/quant/synthetic/sources/051ccda8a8bda93f.csv",
  "source_real_data": null,
  "source_size_bytes": 1407575,
  "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": 0.3455,
    "negative_class": 0.0,
    "positive_class": 1.0,
    "positive_rate": 0.3455
  },
  "task_type": "binary",
  "test_rows": 1000,
  "train_rows": 1000,
  "worker_host": "xbabe2",
  "worker_id": 1,
  "worker_pid": 1591535
}
