{
  "acceptance_gates": {
    "evaluated_at": "2026-06-23T14:29:24+00:00",
    "results": {
      "accepted": true,
      "best_algorithm": "tabicl",
      "best_test_roc_auc": 0.6850429271560539,
      "best_top_decile_lift": 1.9540229885057474,
      "completed_report_count": 38,
      "failed_reports": [],
      "minority_class_rate": 0.3475,
      "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": 5,
  "attempt_uuid": "9e0c32ca75d7446888053ece4d38739f",
  "counts": {
    "dropped_feature_count": 0,
    "n_features": 81,
    "original_columns": 82,
    "original_rows": 2000,
    "rows_after_target_cleanup": 2000,
    "selected_rows": 2000,
    "strata_count": 2,
    "test_rows": 1000,
    "train_rows": 1000
  },
  "created_at": "2026-06-23T14:26:48+00:00",
  "dataset_hash": "03cc9ca1aa67bd89",
  "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"
  ],
  "feature_encodings": {
    "synth_f000": {
      "impute_value": 0.09862718943497842,
      "kind": "numeric"
    },
    "synth_f001": {
      "impute_value": 0.11059880731766825,
      "kind": "numeric"
    },
    "synth_f002": {
      "impute_value": 0.03363585958749482,
      "kind": "numeric"
    },
    "synth_f003": {
      "impute_value": 0.004499133969442182,
      "kind": "numeric"
    },
    "synth_f004": {
      "impute_value": 0.02788221244322954,
      "kind": "numeric"
    },
    "synth_f005": {
      "impute_value": 0.010219679775966384,
      "kind": "numeric"
    },
    "synth_f006": {
      "impute_value": 0.0699354159900962,
      "kind": "numeric"
    },
    "synth_f007": {
      "impute_value": 0.06472056002985116,
      "kind": "numeric"
    },
    "synth_f008": {
      "impute_value": 0.09130667392849663,
      "kind": "numeric"
    },
    "synth_f009": {
      "impute_value": 0.0285649572789754,
      "kind": "numeric"
    },
    "synth_f010": {
      "impute_value": 0.0407236990120477,
      "kind": "numeric"
    },
    "synth_f011": {
      "impute_value": 0.1394957615338403,
      "kind": "numeric"
    },
    "synth_f012": {
      "impute_value": 0.020619435452644552,
      "kind": "numeric"
    },
    "synth_f013": {
      "impute_value": -0.013050700170510486,
      "kind": "numeric"
    },
    "synth_f014": {
      "impute_value": 0.06654994035132758,
      "kind": "numeric"
    },
    "synth_f015": {
      "impute_value": 0.06070442680030613,
      "kind": "numeric"
    },
    "synth_f016": {
      "impute_value": -0.004656738170794265,
      "kind": "numeric"
    },
    "synth_f017": {
      "impute_value": 0.08238897340966618,
      "kind": "numeric"
    },
    "synth_f018": {
      "impute_value": 0.05911885430244729,
      "kind": "numeric"
    },
    "synth_f019": {
      "impute_value": 0.08290382766365262,
      "kind": "numeric"
    },
    "synth_f020": {
      "impute_value": 0.046627740014589136,
      "kind": "numeric"
    },
    "synth_f021": {
      "impute_value": 0.05949634961762176,
      "kind": "numeric"
    },
    "synth_f022": {
      "impute_value": -0.06645850873780546,
      "kind": "numeric"
    },
    "synth_f023": {
      "impute_value": 0.0828819267274653,
      "kind": "numeric"
    },
    "synth_f024": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f025": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f026": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f027": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f028": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f029": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f030": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f031": {
      "impute_value": 3.0,
      "kind": "numeric"
    },
    "synth_f032": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f033": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f034": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f035": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f036": {
      "impute_value": 1.0,
      "kind": "numeric"
    },
    "synth_f037": {
      "impute_value": 1.117384051120935,
      "kind": "numeric"
    },
    "synth_f038": {
      "impute_value": 1.1227395398542337,
      "kind": "numeric"
    },
    "synth_f039": {
      "impute_value": 1.0971186740337844,
      "kind": "numeric"
    },
    "synth_f040": {
      "impute_value": 1.127684915694614,
      "kind": "numeric"
    },
    "synth_f041": {
      "impute_value": 1.129829451874926,
      "kind": "numeric"
    },
    "synth_f042": {
      "impute_value": 1.1886256795725556,
      "kind": "numeric"
    },
    "synth_f043": {
      "impute_value": 1.1353299093355393,
      "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": 0.0,
      "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": 0.03435817970255993,
      "kind": "numeric"
    },
    "synth_f052": {
      "impute_value": 0.038424030357960555,
      "kind": "numeric"
    },
    "synth_f053": {
      "impute_value": 0.018056647667733766,
      "kind": "numeric"
    },
    "synth_f054": {
      "impute_value": -0.0016230758441501264,
      "kind": "numeric"
    },
    "synth_f055": {
      "impute_value": 0.049668045832302596,
      "kind": "numeric"
    },
    "synth_f056": {
      "impute_value": 0.1240498641375293,
      "kind": "numeric"
    },
    "synth_f057": {
      "impute_value": 0.04286487952786545,
      "kind": "numeric"
    },
    "synth_f058": {
      "impute_value": -0.010257351062073664,
      "kind": "numeric"
    },
    "synth_f059": {
      "impute_value": 0.05797950816732895,
      "kind": "numeric"
    },
    "synth_f060": {
      "impute_value": 0.06947591119520342,
      "kind": "numeric"
    },
    "synth_f061": {
      "impute_value": 0.007872166777332884,
      "kind": "numeric"
    },
    "synth_f062": {
      "impute_value": 0.05765178006721794,
      "kind": "numeric"
    },
    "synth_f063": {
      "impute_value": -0.0071324265774205965,
      "kind": "numeric"
    },
    "synth_f064": {
      "impute_value": 0.010345947025417579,
      "kind": "numeric"
    },
    "synth_f065": {
      "impute_value": 0.030695679397839532,
      "kind": "numeric"
    },
    "synth_f066": {
      "impute_value": -0.007041844386134866,
      "kind": "numeric"
    },
    "synth_f067": {
      "impute_value": -0.003842416172273746,
      "kind": "numeric"
    },
    "synth_f068": {
      "impute_value": -0.025588925285390918,
      "kind": "numeric"
    },
    "synth_f069": {
      "impute_value": 0.006723891729834097,
      "kind": "numeric"
    },
    "synth_f070": {
      "impute_value": -0.001098895755017093,
      "kind": "numeric"
    },
    "synth_f071": {
      "impute_value": -0.007921128905387315,
      "kind": "numeric"
    },
    "synth_f072": {
      "impute_value": 0.007077076061392296,
      "kind": "numeric"
    },
    "synth_f073": {
      "impute_value": -0.004751204255986061,
      "kind": "numeric"
    },
    "synth_f074": {
      "impute_value": 0.00037787829586055643,
      "kind": "numeric"
    },
    "synth_f075": {
      "impute_value": 0.0003046517721714599,
      "kind": "numeric"
    },
    "synth_f076": {
      "impute_value": 0.03152819245911309,
      "kind": "numeric"
    },
    "synth_f077": {
      "impute_value": 0.030026758897924905,
      "kind": "numeric"
    },
    "synth_f078": {
      "impute_value": -0.006170276368756777,
      "kind": "numeric"
    },
    "synth_f079": {
      "impute_value": -0.026263310678310038,
      "kind": "numeric"
    },
    "synth_f080": {
      "impute_value": 0.025311130677176052,
      "kind": "numeric"
    }
  },
  "feature_scaling": {
    "constant_columns": [],
    "impute_values": [
      0.09862718943497842,
      0.11059880731766825,
      0.03363585958749482,
      0.004499133969442182,
      0.02788221244322954,
      0.010219679775966384,
      0.0699354159900962,
      0.06472056002985116,
      0.09130667392849663,
      0.0285649572789754,
      0.0407236990120477,
      0.1394957615338403,
      0.020619435452644552,
      -0.013050700170510486,
      0.06654994035132758,
      0.06070442680030613,
      -0.004656738170794265,
      0.08238897340966618,
      0.05911885430244729,
      0.08290382766365262,
      0.046627740014589136,
      0.05949634961762176,
      -0.06645850873780546,
      0.0828819267274653,
      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,
      1.117384051120935,
      1.1227395398542337,
      1.0971186740337844,
      1.127684915694614,
      1.129829451874926,
      1.1886256795725556,
      1.1353299093355393,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.0,
      0.03435817970255993,
      0.038424030357960555,
      0.018056647667733766,
      -0.0016230758441501264,
      0.049668045832302596,
      0.1240498641375293,
      0.04286487952786545,
      -0.010257351062073664,
      0.05797950816732895,
      0.06947591119520342,
      0.007872166777332884,
      0.05765178006721794,
      -0.0071324265774205965,
      0.010345947025417579,
      0.030695679397839532,
      -0.007041844386134866,
      -0.003842416172273746,
      -0.025588925285390918,
      0.006723891729834097,
      -0.001098895755017093,
      -0.007921128905387315,
      0.007077076061392296,
      -0.004751204255986061,
      0.00037787829586055643,
      0.0003046517721714599,
      0.03152819245911309,
      0.030026758897924905,
      -0.006170276368756777,
      -0.026263310678310038,
      0.025311130677176052
    ],
    "max": [
      3.0830992137103017,
      3.6480487395668604,
      3.500073127711386,
      4.525234571137709,
      3.925891002102358,
      4.6860006547924815,
      3.4844313475717303,
      4.9256635072381,
      4.181218165157075,
      4.1311748443482195,
      3.444722834948692,
      5.078050501488315,
      3.1972350821555073,
      3.404616430176169,
      4.067365242671746,
      4.67311016746566,
      4.115681898216593,
      4.604255987648161,
      3.358420151349145,
      4.228209782399425,
      3.4617069966760208,
      3.40252740599581,
      3.8725293752332113,
      6.205188600515138,
      6.0,
      6.0,
      6.0,
      6.0,
      6.0,
      6.0,
      6.0,
      6.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      7.537885814056078,
      6.060831941079065,
      6.9315804832194345,
      5.836560672554485,
      6.7663018701594275,
      9.353503464315494,
      6.049670644248499,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      1.0,
      2.65119824645666,
      2.1148412527665674,
      2.250803217440194,
      2.900240295504801,
      3.4453670403657615,
      5.081622769075288,
      3.201682850374118,
      3.4238536874098875,
      4.056873483161979,
      4.688440916777943,
      3.5460119297048815,
      0.9992215176946437,
      3.5354590938762755,
      0.9999446309292217,
      3.250794691469937,
      0.9997135409049671,
      3.5660831294125472,
      0.9999400223714705,
      3.531652314877903,
      0.9995933393372514,
      3.649822826738551,
      0.9984193186618324,
      3.879441500728428,
      0.9984219445742573,
      3.1907891757492215,
      0.9993388400233612,
      3.5474182940383323,
      0.9950174861285273,
      2.8929632129133247,
      0.9994242367889903
    ],
    "method": "minmax over imputed synthetic source rows before sampling",
    "min": [
      -3.5799576242098223,
      -3.4694895926977636,
      -3.8966751717748167,
      -5.210412703634537,
      -3.913390995150864,
      -4.302391501280952,
      -3.7489909803023593,
      -2.917680914981419,
      -3.278846320611513,
      -4.030291077386161,
      -3.656468940719715,
      -3.9517772107064983,
      -3.211566118885275,
      -3.177153888325085,
      -4.227469168908701,
      -3.985620019033731,
      -3.8723696246905717,
      -4.81028581438858,
      -3.290386589695082,
      -3.6844429029155013,
      -3.783438795600642,
      -3.5533471077323724,
      -4.067193191369292,
      -4.270698088569786,
      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,
      -2.229173236955827,
      -2.007621748462227,
      -2.603905820159078,
      -3.687422104602926,
      -3.660633335719103,
      -3.953013276176012,
      -3.1945814389249945,
      -3.319818480757744,
      -4.226588454207752,
      -3.9934068378191445,
      -3.2858073315228267,
      -0.9971869624412184,
      -3.077355858503167,
      -0.9992588459302718,
      -2.865255833609475,
      -0.9989370063293799,
      -3.5039831058288757,
      -0.9995629282852698,
      -3.8344414349134723,
      -0.9996401072471617,
      -3.2158494058439384,
      -0.9991487203441032,
      -3.384254976482568,
      -0.999510966443919,
      -3.400192737857806,
      -0.999556461379276,
      -2.962895228734067,
      -0.9985994867778349,
      -3.9192331949034873,
      -0.9983327202738594
    ]
  },
  "generator_name": "synthetic_binary_mixed_tabular",
  "generator_recipe": {
    "feature_family_counts": {
      "binary": 5,
      "continuous_correlated": 24,
      "noise": 20,
      "one_hot_like": 7,
      "ordinal": 8,
      "redundant": 4,
      "repeated_noisy": 6,
      "zero_inflated": 7
    },
    "label_noise_rate": 0.0855,
    "latent_columns": 9,
    "missing_rate_before_imputation": 0.04974691358024692,
    "parameters": {
      "binary_features": 5,
      "binary_missing_fraction": 0.24376374389163102,
      "binary_noise_scale": 0.3385284333208997,
      "categorical_flip_rate": 0.0030534032171156016,
      "categorical_levels": 7,
      "continuous_features": 24,
      "continuous_noise_scale": 0.680549870656139,
      "label_noise_rate": 0.0881110870410877,
      "latent_columns": 9,
      "missing_base_rate": 0.03882351241771898,
      "missing_latent_rate": 0.034584668062768435,
      "noise_features": 20,
      "ordinal_bin_count": 7,
      "ordinal_features": 8,
      "redundant_features": 4,
      "redundant_noise_scale": 0.15301812488857036,
      "repeated_noise_scale": 0.011605416725994118,
      "repeated_noisy_features": 6,
      "score_feature_strength": 0.4101283990551529,
      "score_linear_strength": 0.26552914543823997,
      "score_noise_scale": 1.1044871208702123,
      "score_product_strength": 0.157581403276531,
      "score_sin_strength": 0.4531749647157861,
      "score_square_strength": -0.17705870479225505,
      "score_subgroup_strength": 0.38252676601142116,
      "score_threshold_strength": 0.6152268961703533,
      "subgroup_count": 2,
      "subgroup_probabilities": [
        0.35570596906102797,
        0.644294030938972
      ],
      "target_quantile": 0.6749180053071324,
      "target_quantile_jitter": null,
      "target_quantile_low": null,
      "zero_inflated_features": 7,
      "zero_inflated_gamma_scale": 0.5635237064132396,
      "zero_inflated_gamma_shape": 1.4912744021116697
    },
    "raw_feature_count": 81,
    "subgroup_count": 2,
    "subgroup_probabilities": [
      0.35570596906102797,
      0.644294030938972
    ],
    "target_quantile": 0.6749180053071324
  },
  "generator_seed": 2845328016,
  "generator_version": "0.2.0",
  "hash_algorithm": "sha256:first16",
  "headers_removed_from_csv": true,
  "n_features": 81,
  "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",
    "target"
  ],
  "output_headers": false,
  "publish": {
    "dataset_hash": "03cc9ca1aa67bd89",
    "dest": "quant-binary-central:/home/ubuntu/quant/binary/",
    "final": "/home/ubuntu/quant/binary/03cc9ca1aa67bd89",
    "remote": "quant-binary-central",
    "staging": "/home/ubuntu/quant/binary/.incoming-xbabe2-03cc9ca1aa67bd89",
    "status": "published",
    "stderr": "",
    "stdout": "",
    "updated_at": "2026-06-23T14:29:26+00:00"
  },
  "sampling": {
    "method": "stratified by synthetic target distribution",
    "seed": 2845328033,
    "test_target_rows": 1000,
    "train_target_rows": 1000
  },
  "sha256": "03cc9ca1aa67bd899d5a919778a21a5192d7aa0514fdacf9d14a50eb35991577",
  "source_file": "03cc9ca1aa67bd89.csv",
  "source_modified_at": "2026-06-23T14:26:48+00:00",
  "source_path": "/home/ubuntu/quant/synthetic/sources/03cc9ca1aa67bd89.csv",
  "source_real_data": null,
  "source_size_bytes": 1453133,
  "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": 0.3475,
    "negative_class": 0.0,
    "positive_class": 1.0,
    "positive_rate": 0.3475
  },
  "task_type": "binary",
  "test_rows": 1000,
  "train_rows": 1000,
  "worker_host": "xbabe2",
  "worker_id": 9,
  "worker_pid": 1646212
}