{
  "acceptance_gates": {
    "evaluated_at": "2026-06-24T12:25:17+00:00",
    "results": {
      "accepted": true,
      "best_algorithm": "tabicl",
      "best_test_roc_auc": 0.6818982215178728,
      "best_top_decile_lift": 1.815718157181572,
      "completed_report_count": 38,
      "failed_reports": [],
      "minority_class_rate": 0.369,
      "missing_reports": [],
      "required_report_count": 38,
      "top_decile_lift_algorithm": "tabpfn_v25_classifier_default"
    },
    "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": "0021f8a639b54c249230d4ce425a692a",
  "counts": {
    "dropped_feature_count": 0,
    "n_features": 68,
    "original_columns": 69,
    "original_rows": 2000,
    "rows_after_target_cleanup": 2000,
    "selected_rows": 2000,
    "strata_count": 2,
    "test_rows": 1000,
    "train_rows": 1000
  },
  "created_at": "2026-06-24T12:18:32+00:00",
  "dataset_hash": "03201dfd5037173b",
  "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"
  ],
  "feature_encodings": {
    "synth_f000": {
      "impute_value": -0.030475501295052873,
      "kind": "numeric"
    },
    "synth_f001": {
      "impute_value": -0.0014515505502031845,
      "kind": "numeric"
    },
    "synth_f002": {
      "impute_value": -0.05748022265368341,
      "kind": "numeric"
    },
    "synth_f003": {
      "impute_value": -0.03646692789495182,
      "kind": "numeric"
    },
    "synth_f004": {
      "impute_value": 0.061904771734682534,
      "kind": "numeric"
    },
    "synth_f005": {
      "impute_value": -0.015997885436462272,
      "kind": "numeric"
    },
    "synth_f006": {
      "impute_value": 0.029447980090179238,
      "kind": "numeric"
    },
    "synth_f007": {
      "impute_value": 0.05896638359621277,
      "kind": "numeric"
    },
    "synth_f008": {
      "impute_value": -0.0027058748157733764,
      "kind": "numeric"
    },
    "synth_f009": {
      "impute_value": 0.043750357464460876,
      "kind": "numeric"
    },
    "synth_f010": {
      "impute_value": 0.053902823450546394,
      "kind": "numeric"
    },
    "synth_f011": {
      "impute_value": 0.04260035029019771,
      "kind": "numeric"
    },
    "synth_f012": {
      "impute_value": 0.03221352189712501,
      "kind": "numeric"
    },
    "synth_f013": {
      "impute_value": 0.002988228321343534,
      "kind": "numeric"
    },
    "synth_f014": {
      "impute_value": -0.015330715579324306,
      "kind": "numeric"
    },
    "synth_f015": {
      "impute_value": -0.002988286236544152,
      "kind": "numeric"
    },
    "synth_f016": {
      "impute_value": -0.022196699375179235,
      "kind": "numeric"
    },
    "synth_f017": {
      "impute_value": 0.016791416719307443,
      "kind": "numeric"
    },
    "synth_f018": {
      "impute_value": 0.025891327188664437,
      "kind": "numeric"
    },
    "synth_f019": {
      "impute_value": 0.006714705632866519,
      "kind": "numeric"
    },
    "synth_f020": {
      "impute_value": 0.04599587434660761,
      "kind": "numeric"
    },
    "synth_f021": {
      "impute_value": 0.001527513412592496,
      "kind": "numeric"
    },
    "synth_f022": {
      "impute_value": 0.006719013173005245,
      "kind": "numeric"
    },
    "synth_f023": {
      "impute_value": 0.009588160119087911,
      "kind": "numeric"
    },
    "synth_f024": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f025": {
      "impute_value": 2.0,
      "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": 2.0,
      "kind": "numeric"
    },
    "synth_f031": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f032": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f033": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f034": {
      "impute_value": 2.0,
      "kind": "numeric"
    },
    "synth_f035": {
      "impute_value": 2.0,
      "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": 1.0,
      "kind": "numeric"
    },
    "synth_f040": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f041": {
      "impute_value": 0.7640079159885285,
      "kind": "numeric"
    },
    "synth_f042": {
      "impute_value": 0.7444783084116703,
      "kind": "numeric"
    },
    "synth_f043": {
      "impute_value": 0.7081176895940503,
      "kind": "numeric"
    },
    "synth_f044": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f045": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f046": {
      "impute_value": 0.0,
      "kind": "numeric"
    },
    "synth_f047": {
      "impute_value": -0.0037683468330530975,
      "kind": "numeric"
    },
    "synth_f048": {
      "impute_value": -0.011752765530317514,
      "kind": "numeric"
    },
    "synth_f049": {
      "impute_value": -0.023548778833222088,
      "kind": "numeric"
    },
    "synth_f050": {
      "impute_value": -0.0046324199426036605,
      "kind": "numeric"
    },
    "synth_f051": {
      "impute_value": 0.024445950994655196,
      "kind": "numeric"
    },
    "synth_f052": {
      "impute_value": -0.026883204156490037,
      "kind": "numeric"
    },
    "synth_f053": {
      "impute_value": 0.033316902280787056,
      "kind": "numeric"
    },
    "synth_f054": {
      "impute_value": 0.009829072694461968,
      "kind": "numeric"
    },
    "synth_f055": {
      "impute_value": 0.015276974065178035,
      "kind": "numeric"
    },
    "synth_f056": {
      "impute_value": 0.05784120114928491,
      "kind": "numeric"
    },
    "synth_f057": {
      "impute_value": 0.0510826425449899,
      "kind": "numeric"
    },
    "synth_f058": {
      "impute_value": 0.014257141995984466,
      "kind": "numeric"
    },
    "synth_f059": {
      "impute_value": -0.0059182869785918205,
      "kind": "numeric"
    },
    "synth_f060": {
      "impute_value": -0.009987819016613171,
      "kind": "numeric"
    },
    "synth_f061": {
      "impute_value": -0.0012252957563806837,
      "kind": "numeric"
    },
    "synth_f062": {
      "impute_value": 0.015202755270748991,
      "kind": "numeric"
    },
    "synth_f063": {
      "impute_value": -0.01551268873747539,
      "kind": "numeric"
    },
    "synth_f064": {
      "impute_value": 0.026168061497558792,
      "kind": "numeric"
    },
    "synth_f065": {
      "impute_value": -0.026854570230841444,
      "kind": "numeric"
    },
    "synth_f066": {
      "impute_value": 0.006711251849628508,
      "kind": "numeric"
    },
    "synth_f067": {
      "impute_value": 0.013689357510008472,
      "kind": "numeric"
    }
  },
  "feature_scaling": {
    "constant_columns": [],
    "impute_values": [
      -0.030475501295052873,
      -0.0014515505502031845,
      -0.05748022265368341,
      -0.03646692789495182,
      0.061904771734682534,
      -0.015997885436462272,
      0.029447980090179238,
      0.05896638359621277,
      -0.0027058748157733764,
      0.043750357464460876,
      0.053902823450546394,
      0.04260035029019771,
      0.03221352189712501,
      0.002988228321343534,
      -0.015330715579324306,
      -0.002988286236544152,
      -0.022196699375179235,
      0.016791416719307443,
      0.025891327188664437,
      0.006714705632866519,
      0.04599587434660761,
      0.001527513412592496,
      0.006719013173005245,
      0.009588160119087911,
      2.0,
      2.0,
      2.0,
      2.0,
      2.0,
      2.0,
      2.0,
      2.0,
      2.0,
      2.0,
      2.0,
      2.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      0.7640079159885285,
      0.7444783084116703,
      0.7081176895940503,
      0.0,
      0.0,
      0.0,
      -0.0037683468330530975,
      -0.011752765530317514,
      -0.023548778833222088,
      -0.0046324199426036605,
      0.024445950994655196,
      -0.026883204156490037,
      0.033316902280787056,
      0.009829072694461968,
      0.015276974065178035,
      0.05784120114928491,
      0.0510826425449899,
      0.014257141995984466,
      -0.0059182869785918205,
      -0.009987819016613171,
      -0.0012252957563806837,
      0.015202755270748991,
      -0.01551268873747539,
      0.026168061497558792,
      -0.026854570230841444,
      0.006711251849628508,
      0.013689357510008472
    ],
    "max": [
      2.6023222706456797,
      3.2012465941914856,
      2.8318066172696104,
      3.3807133724058422,
      3.4919427075589127,
      3.739504689259355,
      3.3882204129239115,
      2.7722411750548455,
      3.220376831377476,
      2.9849328169713587,
      3.2841817101709525,
      4.55929635532719,
      3.180441919831746,
      2.476214136334964,
      2.8495744420052787,
      3.132979901504682,
      3.059665977869472,
      3.229697160368037,
      2.9763048671630337,
      3.303494472174907,
      3.370281409528756,
      2.9158872613297486,
      3.2901880457227053,
      3.428085240873801,
      4.0,
      4.0,
      4.0,
      4.0,
      4.0,
      4.0,
      4.0,
      4.0,
      4.0,
      4.0,
      4.0,
      4.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      4.827095021141846,
      4.7378654777677065,
      5.3189560925513435,
      1.0,
      1.0,
      1.0,
      1.8477293066993752,
      1.9659372588063135,
      2.0066117036074553,
      2.0069104469214216,
      2.040214784559714,
      2.3994568839150245,
      1.8149892301461568,
      1.6817684738617398,
      1.9878975023363603,
      3.320065587434808,
      4.550433634908052,
      3.1303447346252105,
      2.4750933678484985,
      2.8688797926809917,
      3.153184779739,
      0.9999105749853938,
      3.2620227075436867,
      0.9987835722427947,
      3.408337504708338,
      0.9999671744860898,
      2.944601912555373
    ],
    "method": "minmax over imputed synthetic source rows before sampling",
    "min": [
      -2.737380767449909,
      -3.26828333656841,
      -3.6682890229301295,
      -3.2650478889998413,
      -3.1198102821211284,
      -3.6826768257085307,
      -2.6097470970455166,
      -3.5719528544122623,
      -2.4505936194940587,
      -3.472018957397208,
      -3.5593300711678744,
      -3.552464701925768,
      -2.9992659783412754,
      -2.784733339068857,
      -2.892534769929423,
      -2.9864267205275747,
      -3.421736638047327,
      -3.419718256757818,
      -2.843510593699891,
      -2.4028451362969703,
      -2.981276847517049,
      -3.4413237286487566,
      -3.4808074787956986,
      -3.3935517852898984,
      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,
      -2.0074195511416955,
      -1.8891777379463341,
      -2.2042032538321834,
      -2.2190954059785293,
      -1.9935664516341831,
      -2.060172701261209,
      -1.6650178274124185,
      -2.125724952694336,
      -1.5819173928226689,
      -3.441391352437269,
      -3.5767462634707363,
      -2.910334697826094,
      -2.8672064841757217,
      -2.9423875060812303,
      -2.987965797563994,
      -0.999873259387398,
      -3.547750389655147,
      -0.9980947070468422,
      -3.4782695055070896,
      -0.9975288366357,
      -3.448903076570787
    ]
  },
  "generator_name": "synthetic_binary_mixed_tabular",
  "generator_recipe": {
    "feature_family_counts": {
      "binary": 5,
      "continuous_correlated": 24,
      "noise": 7,
      "one_hot_like": 3,
      "ordinal": 12,
      "redundant": 9,
      "repeated_noisy": 5,
      "zero_inflated": 3
    },
    "label_noise_rate": 0.117,
    "latent_columns": 14,
    "missing_rate_before_imputation": 0.05077205882352941,
    "parameters": {
      "binary_features": 5,
      "binary_missing_fraction": 0.07542679774417596,
      "binary_noise_scale": 0.5034400976852469,
      "categorical_flip_rate": 0.025083220922588485,
      "categorical_levels": 3,
      "continuous_features": 24,
      "continuous_noise_scale": 0.3094545772687971,
      "label_noise_rate": 0.11304080075815433,
      "latent_columns": 14,
      "missing_base_rate": 0.04486788217344148,
      "missing_latent_rate": 0.023076385726756524,
      "noise_features": 7,
      "ordinal_bin_count": 5,
      "ordinal_features": 12,
      "redundant_features": 9,
      "redundant_noise_scale": 0.15354462795188034,
      "repeated_noise_scale": 0.0702204964317392,
      "repeated_noisy_features": 5,
      "score_feature_strength": -0.1866024743106179,
      "score_linear_strength": 0.5672740874563278,
      "score_noise_scale": 0.8538478483719707,
      "score_product_strength": 0.6063950184698425,
      "score_sin_strength": 0.832395199021413,
      "score_square_strength": 0.19142593653055245,
      "score_subgroup_strength": 0.10639652549768282,
      "score_threshold_strength": -0.3677470304219401,
      "subgroup_count": 5,
      "subgroup_probabilities": [
        0.2593823723450277,
        0.09224983837973041,
        0.15835183025682345,
        0.1863405340202143,
        0.30367542499820416
      ],
      "target_quantile": 0.681910534817779,
      "target_quantile_jitter": null,
      "target_quantile_low": null,
      "zero_inflated_features": 3,
      "zero_inflated_gamma_scale": 0.2155320691720211,
      "zero_inflated_gamma_shape": 1.0139210266855478
    },
    "raw_feature_count": 68,
    "subgroup_count": 5,
    "subgroup_probabilities": [
      0.2593823723450277,
      0.09224983837973041,
      0.15835183025682345,
      0.1863405340202143,
      0.30367542499820416
    ],
    "target_quantile": 0.681910534817779
  },
  "generator_seed": 1995028347,
  "generator_version": "0.2.0",
  "hash_algorithm": "sha256:first16",
  "headers_removed_from_csv": true,
  "n_features": 68,
  "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",
    "target"
  ],
  "output_headers": false,
  "publish": {
    "dataset_hash": "03201dfd5037173b",
    "dest": "quant-binary-central:/home/ubuntu/quant/binary/",
    "final": "/home/ubuntu/quant/binary/03201dfd5037173b",
    "remote": "quant-binary-central",
    "staging": "/home/ubuntu/quant/binary/.incoming-xbabe2-03201dfd5037173b",
    "status": "published",
    "stderr": "",
    "stdout": "",
    "updated_at": "2026-06-24T12:25:34+00:00"
  },
  "sampling": {
    "method": "stratified by synthetic target distribution",
    "seed": 1995028364,
    "test_target_rows": 1000,
    "train_target_rows": 1000
  },
  "sha256": "03201dfd5037173b05e2a04384f212af96b06f80559cbd789d2d8247b4635085",
  "source_file": "03201dfd5037173b.csv",
  "source_modified_at": "2026-06-24T12:18:32+00:00",
  "source_path": "/home/ubuntu/quant/synthetic/sources/03201dfd5037173b.csv",
  "source_real_data": null,
  "source_size_bytes": 1191935,
  "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": 0.369,
    "negative_class": 0.0,
    "positive_class": 1.0,
    "positive_rate": 0.369
  },
  "task_type": "binary",
  "test_rows": 1000,
  "train_rows": 1000,
  "worker_host": "xbabe2",
  "worker_id": 5,
  "worker_pid": 3893516
}