{ "acquisition": { "acquired_at": "2026-06-26T09:39:24+00:00", "fetched_feature_columns": 170, "fetched_rows": 76000, "openml_data_id": 41138, "openml_name": "APSFailure", "openml_url": "https://www.openml.org/d/41138", "row_policy": "stratified_cap_to_final_max", "source": "openml", "source_rows_after_target_cleanup": 76000, "stage_path": "/home/ubuntu/hyper/data/tabular/apsfailure.csv", "staged_feature_columns": 169, "staged_rows": 2000, "tool": "models.tools.acquire_real_binary_datasets" }, "counts": { "dropped_feature_count": 0, "n_features": 169, "original_columns": 170, "original_rows": 2000, "rows_after_target_cleanup": 2000, "selected_rows": 2000, "strata_count": 8, "test_rows": 1000, "train_rows": 1000 }, "created_at": "2026-06-26T09:39:24+00:00", "dataset_hash": "695124699b412d0f", "dropped_feature_columns": [], "feature_columns": [ "aa_000", "ab_000", "ac_000", "ad_000", "ae_000", "af_000", "ag_000", "ag_001", "ag_002", "ag_003", "ag_004", "ag_005", "ag_006", "ag_007", "ag_008", "ag_009", "ah_000", "ai_000", "aj_000", "ak_000", "al_000", "am_0", "an_000", "ao_000", "ap_000", "aq_000", "ar_000", "as_000", "at_000", "au_000", "av_000", "ax_000", "ay_000", "ay_001", "ay_002", "ay_003", "ay_004", "ay_005", "ay_006", "ay_007", "ay_008", "ay_009", "az_000", "az_001", "az_002", "az_003", "az_004", "az_005", "az_006", "az_007", "az_008", "az_009", "ba_000", "ba_001", "ba_002", "ba_003", "ba_004", "ba_005", "ba_006", "ba_007", "ba_008", "ba_009", "bb_000", "bc_000", "bd_000", "be_000", "bf_000", "bg_000", "bh_000", "bi_000", "bj_000", "bk_000", "bl_000", "bm_000", "bn_000", "bo_000", "bp_000", "bq_000", "br_000", "bs_000", "bt_000", "bu_000", "bv_000", "bx_000", "by_000", "bz_000", "ca_000", "cb_000", "cc_000", "ce_000", "cf_000", "cg_000", "ch_000", "ci_000", "cj_000", "ck_000", "cl_000", "cm_000", "cn_000", "cn_001", "cn_002", "cn_003", "cn_004", "cn_005", "cn_006", "cn_007", "cn_008", "cn_009", "co_000", "cp_000", "cq_000", "cr_000", "cs_000", "cs_001", "cs_002", "cs_003", "cs_004", "cs_005", "cs_006", "cs_007", "cs_008", "cs_009", "ct_000", "cu_000", "cv_000", "cx_000", "cy_000", "cz_000", "da_000", "db_000", "dc_000", "dd_000", "de_000", "df_000", "dg_000", "dh_000", "di_000", "dj_000", "dk_000", "dl_000", "dm_000", "dn_000", "do_000", "dp_000", "dq_000", "dr_000", "ds_000", "dt_000", "du_000", "dv_000", "dx_000", "dy_000", "dz_000", "ea_000", "eb_000", "ec_00", "ed_000", "ee_000", "ee_001", "ee_002", "ee_003", "ee_004", "ee_005", "ee_006", "ee_007", "ee_008", "ee_009", "ef_000", "eg_000" ], "feature_encodings": { "aa_000": { "impute_value": 30403.0, "kind": "numeric" }, "ab_000": { "impute_value": 8.0, "kind": "categorical_codes", "mapping": { "0.0": 0, "10.0": 1, "16.0": 2, "2.0": 3, "32.0": 4, "4.0": 5, "6.0": 6, "8.0": 7, "__MISSING__": 8 } }, "ac_000": { "impute_value": 142.0, "kind": "numeric" }, "ad_000": { "impute_value": 114.0, "kind": "numeric" }, "ae_000": { "impute_value": 0.0, "kind": "numeric" }, "af_000": { "impute_value": 0.0, "kind": "numeric" }, "ag_000": { "impute_value": 0.0, "kind": "numeric" }, "ag_001": { "impute_value": 0.0, "kind": "numeric" }, "ag_002": { "impute_value": 0.0, "kind": "numeric" }, "ag_003": { "impute_value": 0.0, "kind": "numeric" }, "ag_004": { "impute_value": 3688.0, "kind": "numeric" }, "ag_005": { "impute_value": 177458.0, "kind": "numeric" }, "ag_006": { "impute_value": 851186.0, "kind": "numeric" }, "ag_007": { "impute_value": 96838.0, "kind": "numeric" }, "ag_008": { "impute_value": 970.0, "kind": "numeric" }, "ag_009": { "impute_value": 0.0, "kind": "numeric" }, "ah_000": { "impute_value": 978145.0, "kind": "numeric" }, "ai_000": { "impute_value": 0.0, "kind": "numeric" }, "aj_000": { "impute_value": 0.0, "kind": "numeric" }, "ak_000": { "impute_value": 0.0, "kind": "numeric" }, "al_000": { "impute_value": 0.0, "kind": "numeric" }, "am_0": { "impute_value": 0.0, "kind": "numeric" }, "an_000": { "impute_value": 1857123.0, "kind": "numeric" }, "ao_000": { "impute_value": 1593431.0, "kind": "numeric" }, "ap_000": { "impute_value": 347946.0, "kind": "numeric" }, "aq_000": { "impute_value": 174018.0, "kind": "numeric" }, "ar_000": { "impute_value": 0.0, "kind": "numeric" }, "as_000": { "impute_value": 0.0, "kind": "numeric" }, "at_000": { "impute_value": 0.0, "kind": "numeric" }, "au_000": { "impute_value": 0.0, "kind": "numeric" }, "av_000": { "impute_value": 105.0, "kind": "numeric" }, "ax_000": { "impute_value": 64.0, "kind": "numeric" }, "ay_000": { "impute_value": 0.0, "kind": "numeric" }, "ay_001": { "impute_value": 0.0, "kind": "numeric" }, "ay_002": { "impute_value": 0.0, "kind": "numeric" }, "ay_003": { "impute_value": 0.0, "kind": "numeric" }, "ay_004": { "impute_value": 0.0, "kind": "numeric" }, "ay_005": { "impute_value": 0.0, "kind": "numeric" }, "ay_006": { "impute_value": 141228.0, "kind": "numeric" }, "ay_007": { "impute_value": 340566.0, "kind": "numeric" }, "ay_008": { "impute_value": 80868.0, "kind": "numeric" }, "ay_009": { "impute_value": 0.0, "kind": "numeric" }, "az_000": { "impute_value": 1990.0, "kind": "numeric" }, "az_001": { "impute_value": 590.0, "kind": "numeric" }, "az_002": { "impute_value": 938.0, "kind": "numeric" }, "az_003": { "impute_value": 3000.0, "kind": "numeric" }, "az_004": { "impute_value": 65492.0, "kind": "numeric" }, "az_005": { "impute_value": 503260.0, "kind": "numeric" }, "az_006": { "impute_value": 268.0, "kind": "numeric" }, "az_007": { "impute_value": 0.0, "kind": "numeric" }, "az_008": { "impute_value": 0.0, "kind": "numeric" }, "az_009": { "impute_value": 0.0, "kind": "numeric" }, "ba_000": { "impute_value": 666463.0, "kind": "numeric" }, "ba_001": { "impute_value": 405451.0, "kind": "numeric" }, "ba_002": { "impute_value": 179030.0, "kind": "numeric" }, "ba_003": { "impute_value": 129122.0, "kind": "numeric" }, "ba_004": { "impute_value": 99580.0, "kind": "numeric" }, "ba_005": { "impute_value": 81545.0, "kind": "numeric" }, "ba_006": { "impute_value": 69708.0, "kind": "numeric" }, "ba_007": { "impute_value": 3520.0, "kind": "numeric" }, "ba_008": { "impute_value": 20.0, "kind": "numeric" }, "ba_009": { "impute_value": 0.0, "kind": "numeric" }, "bb_000": { "impute_value": 2302274.0, "kind": "numeric" }, "bc_000": { "impute_value": 14.0, "kind": "numeric" }, "bd_000": { "impute_value": 56.0, "kind": "numeric" }, "be_000": { "impute_value": 175.0, "kind": "numeric" }, "bf_000": { "impute_value": 2.0, "kind": "numeric" }, "bg_000": { "impute_value": 978145.0, "kind": "numeric" }, "bh_000": { "impute_value": 25953.0, "kind": "numeric" }, "bi_000": { "impute_value": 175466.0, "kind": "numeric" }, "bj_000": { "impute_value": 150944.0, "kind": "numeric" }, "bk_000": { "impute_value": 210660.0, "kind": "numeric" }, "bl_000": { "impute_value": 218380.0, "kind": "numeric" }, "bm_000": { "impute_value": 491.0, "kind": "categorical_codes", "mapping": { "0.0": 0, "100300.0": 1, "102880.0": 2, "104560.0": 3, "1060120.0": 4, "107540.0": 5, "107620.0": 6, "109700.0": 7, "112720.0": 8, "113960.0": 9, "114560.0": 10, "120300.0": 11, "120960.0": 12, "123540.0": 13, "123700.0": 14, "124080.0": 15, "124780.0": 16, "125380.0": 17, "125560.0": 18, "125760.0": 19, "125840.0": 20, "126200.0": 21, "127580.0": 22, "128380.0": 23, "128460.0": 24, "128480.0": 25, "128880.0": 26, "128900.0": 27, "129400.0": 28, "1310700.0": 29, "131860.0": 30, "135100.0": 31, "135140.0": 32, "135820.0": 33, "135940.0": 34, "136260.0": 35, "137060.0": 36, "137100.0": 37, "137140.0": 38, "137580.0": 39, "138280.0": 40, "139080.0": 41, "139180.0": 42, "139220.0": 43, "139360.0": 44, "139540.0": 45, "139920.0": 46, "141040.0": 47, "141600.0": 48, "141960.0": 49, "141980.0": 50, "142280.0": 51, "143260.0": 52, "143780.0": 53, "145040.0": 54, "145260.0": 55, "146060.0": 56, "146400.0": 57, "147060.0": 58, "147120.0": 59, "147700.0": 60, "148020.0": 61, "149440.0": 62, "150120.0": 63, "150820.0": 64, "151540.0": 65, "153600.0": 66, "153720.0": 67, "154740.0": 68, "155400.0": 69, "155780.0": 70, "156400.0": 71, "156940.0": 72, "157540.0": 73, "158440.0": 74, "159600.0": 75, "160220.0": 76, "160260.0": 77, "160380.0": 78, "160520.0": 79, "162000.0": 80, "162300.0": 81, "162520.0": 82, "162600.0": 83, "162760.0": 84, "163160.0": 85, "163640.0": 86, "163760.0": 87, "163920.0": 88, "164000.0": 89, "164740.0": 90, "165360.0": 91, "165820.0": 92, "165940.0": 93, "166440.0": 94, "166900.0": 95, "167020.0": 96, "167040.0": 97, "167580.0": 98, "167820.0": 99, "168020.0": 100, "168260.0": 101, "168320.0": 102, "168580.0": 103, "168980.0": 104, "169860.0": 105, "170040.0": 106, "170980.0": 107, "171100.0": 108, "171200.0": 109, "171320.0": 110, "171460.0": 111, "173560.0": 112, "173840.0": 113, "174420.0": 114, "174640.0": 115, "175140.0": 116, "175160.0": 117, "175620.0": 118, "176240.0": 119, "176340.0": 120, "176660.0": 121, "176900.0": 122, "177560.0": 123, "178220.0": 124, "178580.0": 125, "178760.0": 126, "178840.0": 127, "178860.0": 128, "179020.0": 129, "179740.0": 130, "179780.0": 131, "179980.0": 132, "180020.0": 133, "180100.0": 134, "180480.0": 135, "180660.0": 136, "180800.0": 137, "181180.0": 138, "181840.0": 139, "182320.0": 140, "182540.0": 141, "183160.0": 142, "183900.0": 143, "183940.0": 144, "184200.0": 145, "184560.0": 146, "184640.0": 147, "185100.0": 148, "185240.0": 149, "185360.0": 150, "185780.0": 151, "186020.0": 152, "186340.0": 153, "186480.0": 154, "186660.0": 155, "187200.0": 156, "187720.0": 157, "187860.0": 158, "188140.0": 159, "188260.0": 160, "188300.0": 161, "188900.0": 162, "189400.0": 163, "189660.0": 164, "190040.0": 165, "190240.0": 166, "190680.0": 167, "190780.0": 168, "191340.0": 169, "191660.0": 170, "192260.0": 171, "192600.0": 172, "193120.0": 173, "193200.0": 174, "193240.0": 175, "193280.0": 176, "193900.0": 177, "194100.0": 178, "194420.0": 179, "194480.0": 180, "195100.0": 181, "195140.0": 182, "195560.0": 183, "197300.0": 184, "197480.0": 185, "198100.0": 186, "198660.0": 187, "199060.0": 188, "199260.0": 189, "199320.0": 190, "199500.0": 191, "201080.0": 192, "201380.0": 193, "201940.0": 194, "202200.0": 195, "203260.0": 196, "204380.0": 197, "204560.0": 198, "204840.0": 199, "205720.0": 200, "206060.0": 201, "206960.0": 202, "207260.0": 203, "207640.0": 204, "207740.0": 205, "208660.0": 206, "208920.0": 207, "209340.0": 208, "209580.0": 209, "209640.0": 210, "209780.0": 211, "210160.0": 212, "210220.0": 213, "211460.0": 214, "211480.0": 215, "212500.0": 216, "212720.0": 217, "212740.0": 218, "213160.0": 219, "213180.0": 220, "213740.0": 221, "214300.0": 222, "216020.0": 223, "216540.0": 224, "216700.0": 225, "217760.0": 226, "217880.0": 227, "218240.0": 228, "219140.0": 229, "219580.0": 230, "219700.0": 231, "219780.0": 232, "219940.0": 233, "220320.0": 234, "220920.0": 235, "222860.0": 236, "223340.0": 237, "223520.0": 238, "223760.0": 239, "224780.0": 240, "225820.0": 241, "225900.0": 242, "226540.0": 243, "226640.0": 244, "226660.0": 245, "227620.0": 246, "228220.0": 247, "228300.0": 248, "229020.0": 249, "229480.0": 250, "230160.0": 251, "231040.0": 252, "231480.0": 253, "231780.0": 254, "232240.0": 255, "233060.0": 256, "233120.0": 257, "233160.0": 258, "233260.0": 259, "233700.0": 260, "234780.0": 261, "236060.0": 262, "237100.0": 263, "237220.0": 264, "238220.0": 265, "238420.0": 266, "238580.0": 267, "238960.0": 268, "240120.0": 269, "240460.0": 270, "240520.0": 271, "241320.0": 272, "241560.0": 273, "243220.0": 274, "243620.0": 275, "243780.0": 276, "245880.0": 277, "246220.0": 278, "246920.0": 279, "247640.0": 280, "248780.0": 281, "249780.0": 282, "249920.0": 283, "250140.0": 284, "250920.0": 285, "251460.0": 286, "252460.0": 287, "252820.0": 288, "253900.0": 289, "254260.0": 290, "254940.0": 291, "255460.0": 292, "255940.0": 293, "257560.0": 294, "257780.0": 295, "260040.0": 296, "260840.0": 297, "260860.0": 298, "261000.0": 299, "261180.0": 300, "261340.0": 301, "263300.0": 302, "263360.0": 303, "263440.0": 304, "263460.0": 305, "263520.0": 306, "263680.0": 307, "263960.0": 308, "264840.0": 309, "265260.0": 310, "265660.0": 311, "266100.0": 312, "266780.0": 313, "269240.0": 314, "269960.0": 315, "272440.0": 316, "272580.0": 317, "272680.0": 318, "273400.0": 319, "274060.0": 320, "274700.0": 321, "275120.0": 322, "276440.0": 323, "277180.0": 324, "277240.0": 325, "277840.0": 326, "277900.0": 327, "278620.0": 328, "279060.0": 329, "279300.0": 330, "280020.0": 331, "280520.0": 332, "280540.0": 333, "282500.0": 334, "282760.0": 335, "283880.0": 336, "285060.0": 337, "288940.0": 338, "289300.0": 339, "289680.0": 340, "291820.0": 341, "292640.0": 342, "293280.0": 343, "293740.0": 344, "293860.0": 345, "295400.0": 346, "296220.0": 347, "297240.0": 348, "297860.0": 349, "298740.0": 350, "298980.0": 351, "300520.0": 352, "301180.0": 353, "301440.0": 354, "302000.0": 355, "302300.0": 356, "302360.0": 357, "302480.0": 358, "302960.0": 359, "305820.0": 360, "307520.0": 361, "308120.0": 362, "309280.0": 363, "314620.0": 364, "314740.0": 365, "315140.0": 366, "315980.0": 367, "317780.0": 368, "318340.0": 369, "319320.0": 370, "320780.0": 371, "324660.0": 372, "324940.0": 373, "325240.0": 374, "326420.0": 375, "327180.0": 376, "327240.0": 377, "327380.0": 378, "327940.0": 379, "330380.0": 380, "333020.0": 381, "334180.0": 382, "335120.0": 383, "336100.0": 384, "336200.0": 385, "336420.0": 386, "337780.0": 387, "338460.0": 388, "339120.0": 389, "341080.0": 390, "341260.0": 391, "341440.0": 392, "341880.0": 393, "343580.0": 394, "346380.0": 395, "348340.0": 396, "348820.0": 397, "349420.0": 398, "352000.0": 399, "352080.0": 400, "352900.0": 401, "353180.0": 402, "353480.0": 403, "354900.0": 404, "356540.0": 405, "358200.0": 406, "358600.0": 407, "359100.0": 408, "359620.0": 409, "361100.0": 410, "362800.0": 411, "363060.0": 412, "363620.0": 413, "364720.0": 414, "364880.0": 415, "366580.0": 416, "367060.0": 417, "369640.0": 418, "370000.0": 419, "370320.0": 420, "371780.0": 421, "371900.0": 422, "374280.0": 423, "375760.0": 424, "377840.0": 425, "383780.0": 426, "384640.0": 427, "385420.0": 428, "387400.0": 429, "388020.0": 430, "390620.0": 431, "390800.0": 432, "393040.0": 433, "393660.0": 434, "394140.0": 435, "395120.0": 436, "397180.0": 437, "397860.0": 438, "401720.0": 439, "411160.0": 440, "413260.0": 441, "414320.0": 442, "425100.0": 443, "428140.0": 444, "430920.0": 445, "433180.0": 446, "434300.0": 447, "434860.0": 448, "438400.0": 449, "438920.0": 450, "442440.0": 451, "443960.0": 452, "447620.0": 453, "450460.0": 454, "453500.0": 455, "459580.0": 456, "460480.0": 457, "468160.0": 458, "469160.0": 459, "478980.0": 460, "479920.0": 461, "480100.0": 462, "504120.0": 463, "505940.0": 464, "522500.0": 465, "526600.0": 466, "528820.0": 467, "531680.0": 468, "553520.0": 469, "557080.0": 470, "570780.0": 471, "574000.0": 472, "592260.0": 473, "594560.0": 474, "59500.0": 475, "598440.0": 476, "609500.0": 477, "672040.0": 478, "72200.0": 479, "72300.0": 480, "732200.0": 481, "78420.0": 482, "80260.0": 483, "82100.0": 484, "84800.0": 485, "86720.0": 486, "88240.0": 487, "91060.0": 488, "93120.0": 489, "94080.0": 490, "__MISSING__": 491 } }, "bn_000": { "impute_value": 349.0, "kind": "categorical_codes", "mapping": { "0.0": 0, "100040.0": 1, "101320.0": 2, "101500.0": 3, "101960.0": 4, "105520.0": 5, "106040.0": 6, "106840.0": 7, "111080.0": 8, "111180.0": 9, "113700.0": 10, "115040.0": 11, "116420.0": 12, "117300.0": 13, "118940.0": 14, "120180.0": 15, "125880.0": 16, "126020.0": 17, "127880.0": 18, "128740.0": 19, "128880.0": 20, "129000.0": 21, "130340.0": 22, "130400.0": 23, "130720.0": 24, "1310700.0": 25, "132580.0": 26, "134940.0": 27, "135320.0": 28, "135680.0": 29, "136120.0": 30, "136840.0": 31, "139080.0": 32, "140340.0": 33, "140360.0": 34, "141120.0": 35, "141280.0": 36, "141860.0": 37, "142440.0": 38, "144020.0": 39, "145860.0": 40, "146160.0": 41, "146500.0": 42, "147460.0": 43, "147680.0": 44, "148580.0": 45, "149040.0": 46, "150360.0": 47, "151060.0": 48, "153020.0": 49, "154060.0": 50, "154560.0": 51, "155100.0": 52, "155760.0": 53, "156160.0": 54, "156420.0": 55, "157260.0": 56, "158680.0": 57, "159060.0": 58, "159500.0": 59, "159820.0": 60, "160480.0": 61, "160860.0": 62, "162280.0": 63, "162700.0": 64, "164300.0": 65, "164440.0": 66, "165220.0": 67, "165900.0": 68, "166200.0": 69, "168080.0": 70, "169340.0": 71, "169860.0": 72, "170000.0": 73, "170420.0": 74, "170540.0": 75, "170900.0": 76, "171100.0": 77, "172460.0": 78, "172860.0": 79, "174320.0": 80, "174560.0": 81, "174720.0": 82, "174820.0": 83, "175620.0": 84, "175900.0": 85, "176340.0": 86, "176920.0": 87, "177040.0": 88, "177380.0": 89, "178120.0": 90, "178140.0": 91, "179180.0": 92, "179960.0": 93, "180140.0": 94, "180860.0": 95, "181180.0": 96, "182980.0": 97, "183320.0": 98, "184220.0": 99, "184740.0": 100, "184800.0": 101, "185080.0": 102, "185240.0": 103, "185520.0": 104, "186000.0": 105, "186460.0": 106, "187680.0": 107, "188980.0": 108, "189300.0": 109, "189380.0": 110, "189780.0": 111, "191040.0": 112, "191120.0": 113, "191320.0": 114, "192520.0": 115, "192980.0": 116, "193320.0": 117, "193960.0": 118, "194020.0": 119, "194180.0": 120, "194700.0": 121, "195160.0": 122, "196600.0": 123, "197300.0": 124, "199300.0": 125, "199520.0": 126, "199620.0": 127, "199780.0": 128, "200720.0": 129, "201200.0": 130, "201780.0": 131, "202560.0": 132, "202920.0": 133, "203600.0": 134, "204260.0": 135, "205040.0": 136, "205300.0": 137, "205400.0": 138, "206880.0": 139, "207620.0": 140, "207840.0": 141, "207860.0": 142, "208060.0": 143, "209540.0": 144, "209640.0": 145, "209920.0": 146, "210680.0": 147, "212280.0": 148, "212400.0": 149, "213020.0": 150, "214520.0": 151, "214900.0": 152, "214980.0": 153, "216400.0": 154, "216940.0": 155, "217120.0": 156, "218760.0": 157, "221420.0": 158, "221440.0": 159, "221660.0": 160, "223040.0": 161, "224800.0": 162, "225460.0": 163, "225920.0": 164, "226440.0": 165, "228200.0": 166, "229760.0": 167, "229940.0": 168, "230340.0": 169, "232200.0": 170, "232780.0": 171, "234620.0": 172, "235160.0": 173, "235620.0": 174, "235880.0": 175, "236780.0": 176, "237380.0": 177, "239200.0": 178, "239740.0": 179, "239820.0": 180, "241900.0": 181, "242500.0": 182, "243860.0": 183, "244940.0": 184, "246620.0": 185, "247000.0": 186, "247400.0": 187, "248780.0": 188, "249980.0": 189, "250980.0": 190, "251400.0": 191, "251820.0": 192, "253400.0": 193, "255220.0": 194, "255440.0": 195, "255460.0": 196, "256480.0": 197, "257140.0": 198, "259480.0": 199, "259920.0": 200, "260460.0": 201, "261620.0": 202, "261660.0": 203, "262380.0": 204, "263200.0": 205, "264120.0": 206, "265560.0": 207, "266460.0": 208, "266900.0": 209, "268300.0": 210, "269340.0": 211, "270820.0": 212, "272080.0": 213, "274640.0": 214, "275520.0": 215, "276720.0": 216, "276760.0": 217, "277980.0": 218, "278040.0": 219, "278440.0": 220, "278860.0": 221, "279140.0": 222, "279740.0": 223, "280900.0": 224, "282000.0": 225, "282200.0": 226, "283420.0": 227, "284100.0": 228, "284920.0": 229, "286180.0": 230, "287120.0": 231, "290480.0": 232, "290720.0": 233, "291820.0": 234, "292440.0": 235, "294420.0": 236, "294660.0": 237, "295760.0": 238, "296920.0": 239, "297020.0": 240, "298360.0": 241, "300960.0": 242, "301000.0": 243, "301280.0": 244, "302220.0": 245, "302780.0": 246, "304200.0": 247, "304680.0": 248, "307160.0": 249, "307820.0": 250, "308160.0": 251, "310300.0": 252, "311160.0": 253, "311540.0": 254, "311580.0": 255, "312940.0": 256, "313760.0": 257, "314640.0": 258, "316300.0": 259, "318800.0": 260, "320500.0": 261, "323680.0": 262, "323960.0": 263, "324240.0": 264, "324480.0": 265, "324880.0": 266, "325640.0": 267, "326020.0": 268, "326320.0": 269, "328600.0": 270, "329160.0": 271, "330100.0": 272, "330960.0": 273, "331320.0": 274, "331660.0": 275, "331900.0": 276, "339300.0": 277, "341840.0": 278, "345920.0": 279, "348660.0": 280, "349160.0": 281, "349560.0": 282, "351120.0": 283, "353240.0": 284, "353600.0": 285, "354420.0": 286, "354480.0": 287, "355120.0": 288, "355160.0": 289, "356080.0": 290, "357940.0": 291, "360500.0": 292, "367380.0": 293, "371920.0": 294, "373200.0": 295, "374060.0": 296, "375380.0": 297, "376400.0": 298, "377700.0": 299, "391080.0": 300, "395160.0": 301, "397140.0": 302, "402260.0": 303, "410760.0": 304, "413520.0": 305, "417560.0": 306, "418660.0": 307, "424280.0": 308, "424820.0": 309, "432940.0": 310, "438400.0": 311, "450680.0": 312, "451940.0": 313, "455500.0": 314, "455600.0": 315, "463380.0": 316, "471760.0": 317, "472200.0": 318, "488340.0": 319, "494240.0": 320, "497980.0": 321, "500100.0": 322, "506980.0": 323, "507660.0": 324, "524500.0": 325, "524780.0": 326, "529820.0": 327, "537960.0": 328, "55920.0": 329, "579900.0": 330, "580900.0": 331, "581600.0": 332, "613360.0": 333, "614460.0": 334, "624960.0": 335, "679560.0": 336, "711680.0": 337, "744520.0": 338, "74560.0": 339, "77920.0": 340, "78340.0": 341, "80820.0": 342, "82160.0": 343, "82180.0": 344, "859460.0": 345, "86440.0": 346, "91520.0": 347, "92800.0": 348, "__MISSING__": 349 } }, "bo_000": { "impute_value": 270.0, "kind": "categorical_codes", "mapping": { "0.0": 0, "100160.0": 1, "101120.0": 2, "102480.0": 3, "107620.0": 4, "113700.0": 5, "115260.0": 6, "116260.0": 7, "116580.0": 8, "116600.0": 9, "116860.0": 10, "117460.0": 11, "121940.0": 12, "125920.0": 13, "126620.0": 14, "129420.0": 15, "130500.0": 16, "1310700.0": 17, "131600.0": 18, "132160.0": 19, "133860.0": 20, "135080.0": 21, "136780.0": 22, "138440.0": 23, "138460.0": 24, "140120.0": 25, "140220.0": 26, "142580.0": 27, "143660.0": 28, "143960.0": 29, "149680.0": 30, "149740.0": 31, "149980.0": 32, "150420.0": 33, "150840.0": 34, "150920.0": 35, "152420.0": 36, "152560.0": 37, "152620.0": 38, "152940.0": 39, "153600.0": 40, "153860.0": 41, "153940.0": 42, "155260.0": 43, "157220.0": 44, "157820.0": 45, "158820.0": 46, "159920.0": 47, "161720.0": 48, "161780.0": 49, "163240.0": 50, "163500.0": 51, "163680.0": 52, "164300.0": 53, "164660.0": 54, "166000.0": 55, "166180.0": 56, "167180.0": 57, "168680.0": 58, "169660.0": 59, "171080.0": 60, "171260.0": 61, "171580.0": 62, "172040.0": 63, "172660.0": 64, "172780.0": 65, "173040.0": 66, "173840.0": 67, "175200.0": 68, "176160.0": 69, "176280.0": 70, "176520.0": 71, "177060.0": 72, "177820.0": 73, "178920.0": 74, "179300.0": 75, "179740.0": 76, "181160.0": 77, "181920.0": 78, "183720.0": 79, "185640.0": 80, "185980.0": 81, "186280.0": 82, "186300.0": 83, "187520.0": 84, "187800.0": 85, "188800.0": 86, "189400.0": 87, "189420.0": 88, "189580.0": 89, "189700.0": 90, "190580.0": 91, "192080.0": 92, "193200.0": 93, "195060.0": 94, "196400.0": 95, "196860.0": 96, "197760.0": 97, "197980.0": 98, "198700.0": 99, "198960.0": 100, "201480.0": 101, "202380.0": 102, "202520.0": 103, "203440.0": 104, "209100.0": 105, "209440.0": 106, "210040.0": 107, "211380.0": 108, "211940.0": 109, "214160.0": 110, "214860.0": 111, "215820.0": 112, "216160.0": 113, "218980.0": 114, "219560.0": 115, "220000.0": 116, "220780.0": 117, "221680.0": 118, "221700.0": 119, "223640.0": 120, "224800.0": 121, "225740.0": 122, "226420.0": 123, "228320.0": 124, "229640.0": 125, "229980.0": 126, "230680.0": 127, "231800.0": 128, "233800.0": 129, "234340.0": 130, "235240.0": 131, "235820.0": 132, "236020.0": 133, "236820.0": 134, "240280.0": 135, "240520.0": 136, "241600.0": 137, "242220.0": 138, "244180.0": 139, "244360.0": 140, "246000.0": 141, "248840.0": 142, "250360.0": 143, "251620.0": 144, "252800.0": 145, "255160.0": 146, "258020.0": 147, "258300.0": 148, "258980.0": 149, "260380.0": 150, "263020.0": 151, "264440.0": 152, "265960.0": 153, "266280.0": 154, "266300.0": 155, "266540.0": 156, "266560.0": 157, "267060.0": 158, "267960.0": 159, "269300.0": 160, "269540.0": 161, "270100.0": 162, "270520.0": 163, "270580.0": 164, "272320.0": 165, "273640.0": 166, "277360.0": 167, "280320.0": 168, "284580.0": 169, "284900.0": 170, "285160.0": 171, "285460.0": 172, "288820.0": 173, "288880.0": 174, "289000.0": 175, "295340.0": 176, "297020.0": 177, "297440.0": 178, "298060.0": 179, "298120.0": 180, "298780.0": 181, "303500.0": 182, "304440.0": 183, "305200.0": 184, "306200.0": 185, "307960.0": 186, "312100.0": 187, "313040.0": 188, "314880.0": 189, "315560.0": 190, "315800.0": 191, "316920.0": 192, "318920.0": 193, "323020.0": 194, "323760.0": 195, "324640.0": 196, "326820.0": 197, "326980.0": 198, "327260.0": 199, "328300.0": 200, "328600.0": 201, "329260.0": 202, "329600.0": 203, "330300.0": 204, "330580.0": 205, "337200.0": 206, "345000.0": 207, "346720.0": 208, "346920.0": 209, "351260.0": 210, "352120.0": 211, "352480.0": 212, "353620.0": 213, "355640.0": 214, "356220.0": 215, "357860.0": 216, "358300.0": 217, "358400.0": 218, "360140.0": 219, "361060.0": 220, "362900.0": 221, "363140.0": 222, "369380.0": 223, "369480.0": 224, "371800.0": 225, "377840.0": 226, "379240.0": 227, "379260.0": 228, "385920.0": 229, "388880.0": 230, "388920.0": 231, "395820.0": 232, "399200.0": 233, "400560.0": 234, "406160.0": 235, "416880.0": 236, "418240.0": 237, "418960.0": 238, "419080.0": 239, "426180.0": 240, "426980.0": 241, "437100.0": 242, "441220.0": 243, "442540.0": 244, "461600.0": 245, "466740.0": 246, "471340.0": 247, "482020.0": 248, "484800.0": 249, "493960.0": 250, "523400.0": 251, "546880.0": 252, "547640.0": 253, "552320.0": 254, "562920.0": 255, "573000.0": 256, "589060.0": 257, "610680.0": 258, "632280.0": 259, "653100.0": 260, "666840.0": 261, "69380.0": 262, "708420.0": 263, "73160.0": 264, "81160.0": 265, "83780.0": 266, "84080.0": 267, "86160.0": 268, "93360.0": 269, "__MISSING__": 270 } }, "bp_000": { "impute_value": 220.0, "kind": "categorical_codes", "mapping": { "0.0": 0, "100640.0": 1, "102940.0": 2, "107160.0": 3, "109720.0": 4, "115120.0": 5, "116680.0": 6, "120700.0": 7, "123620.0": 8, "124920.0": 9, "128480.0": 10, "129400.0": 11, "1310700.0": 12, "131100.0": 13, "132360.0": 14, "133120.0": 15, "133600.0": 16, "139760.0": 17, "140660.0": 18, "140920.0": 19, "141160.0": 20, "144640.0": 21, "144720.0": 22, "145060.0": 23, "146960.0": 24, "148980.0": 25, "149060.0": 26, "150540.0": 27, "155280.0": 28, "158220.0": 29, "158540.0": 30, "162040.0": 31, "164660.0": 32, "166340.0": 33, "166920.0": 34, "167200.0": 35, "167340.0": 36, "168560.0": 37, "169120.0": 38, "172080.0": 39, "172140.0": 40, "172260.0": 41, "172700.0": 42, "174760.0": 43, "176360.0": 44, "177240.0": 45, "179400.0": 46, "179460.0": 47, "179780.0": 48, "180280.0": 49, "184900.0": 50, "184980.0": 51, "185880.0": 52, "186360.0": 53, "186560.0": 54, "186800.0": 55, "186880.0": 56, "187000.0": 57, "187340.0": 58, "187500.0": 59, "187580.0": 60, "187620.0": 61, "188240.0": 62, "190160.0": 63, "191060.0": 64, "191380.0": 65, "191680.0": 66, "191700.0": 67, "193500.0": 68, "194100.0": 69, "196440.0": 70, "200160.0": 71, "200260.0": 72, "200560.0": 73, "200920.0": 74, "201200.0": 75, "205400.0": 76, "205640.0": 77, "205840.0": 78, "206620.0": 79, "208000.0": 80, "208420.0": 81, "208960.0": 82, "210780.0": 83, "213880.0": 84, "217780.0": 85, "218040.0": 86, "219680.0": 87, "219740.0": 88, "220820.0": 89, "221240.0": 90, "221540.0": 91, "221780.0": 92, "222620.0": 93, "223780.0": 94, "224500.0": 95, "225960.0": 96, "226200.0": 97, "227960.0": 98, "228240.0": 99, "229660.0": 100, "229720.0": 101, "230000.0": 102, "230820.0": 103, "231020.0": 104, "234600.0": 105, "234840.0": 106, "238360.0": 107, "241360.0": 108, "242460.0": 109, "243020.0": 110, "243260.0": 111, "243340.0": 112, "244460.0": 113, "245640.0": 114, "250000.0": 115, "255100.0": 116, "259440.0": 117, "261440.0": 118, "266520.0": 119, "268120.0": 120, "268300.0": 121, "268700.0": 122, "271300.0": 123, "271400.0": 124, "275200.0": 125, "275480.0": 126, "276660.0": 127, "278780.0": 128, "280120.0": 129, "280320.0": 130, "280780.0": 131, "283740.0": 132, "283820.0": 133, "287300.0": 134, "287340.0": 135, "288080.0": 136, "288920.0": 137, "289600.0": 138, "290740.0": 139, "290960.0": 140, "290980.0": 141, "291000.0": 142, "291880.0": 143, "292740.0": 144, "294320.0": 145, "295680.0": 146, "303380.0": 147, "304920.0": 148, "305040.0": 149, "305720.0": 150, "305820.0": 151, "311500.0": 152, "312260.0": 153, "315460.0": 154, "316940.0": 155, "319860.0": 156, "320240.0": 157, "326560.0": 158, "327040.0": 159, "328040.0": 160, "328760.0": 161, "335160.0": 162, "335660.0": 163, "341440.0": 164, "342180.0": 165, "344760.0": 166, "346020.0": 167, "347120.0": 168, "350140.0": 169, "351120.0": 170, "353080.0": 171, "355140.0": 172, "355300.0": 173, "359340.0": 174, "360180.0": 175, "363400.0": 176, "370880.0": 177, "377240.0": 178, "378680.0": 179, "382120.0": 180, "383600.0": 181, "384100.0": 182, "384840.0": 183, "387520.0": 184, "388740.0": 185, "390120.0": 186, "395120.0": 187, "406600.0": 188, "414660.0": 189, "424480.0": 190, "439140.0": 191, "441120.0": 192, "451240.0": 193, "453740.0": 194, "454940.0": 195, "484060.0": 196, "494160.0": 197, "501880.0": 198, "514780.0": 199, "516460.0": 200, "525160.0": 201, "533160.0": 202, "540300.0": 203, "540780.0": 204, "544420.0": 205, "545680.0": 206, "623620.0": 207, "632260.0": 208, "663240.0": 209, "666740.0": 210, "687180.0": 211, "704600.0": 212, "714300.0": 213, "72200.0": 214, "82820.0": 215, "85440.0": 216, "87740.0": 217, "90060.0": 218, "99360.0": 219, "__MISSING__": 220 } }, "bq_000": { "impute_value": 177.0, "kind": "categorical_codes", "mapping": { "0.0": 0, "106060.0": 1, "106160.0": 2, "108880.0": 3, "111880.0": 4, "112540.0": 5, "115780.0": 6, "123540.0": 7, "126560.0": 8, "129380.0": 9, "1310700.0": 10, "133140.0": 11, "137020.0": 12, "139120.0": 13, "141140.0": 14, "142340.0": 15, "144680.0": 16, "145040.0": 17, "146460.0": 18, "146700.0": 19, "146800.0": 20, "148260.0": 21, "152160.0": 22, "152860.0": 23, "153020.0": 24, "153480.0": 25, "153880.0": 26, "156440.0": 27, "161060.0": 28, "161200.0": 29, "163720.0": 30, "166220.0": 31, "169520.0": 32, "169700.0": 33, "170940.0": 34, "174520.0": 35, "174900.0": 36, "176200.0": 37, "176340.0": 38, "176700.0": 39, "178120.0": 40, "178480.0": 41, "178520.0": 42, "181020.0": 43, "183340.0": 44, "183600.0": 45, "185120.0": 46, "186840.0": 47, "187000.0": 48, "192360.0": 49, "192740.0": 50, "192980.0": 51, "194220.0": 52, "194260.0": 53, "196340.0": 54, "199540.0": 55, "199880.0": 56, "201020.0": 57, "202140.0": 58, "205300.0": 59, "207460.0": 60, "208300.0": 61, "211680.0": 62, "211880.0": 63, "217240.0": 64, "217260.0": 65, "221620.0": 66, "225900.0": 67, "228200.0": 68, "228660.0": 69, "230500.0": 70, "230640.0": 71, "234100.0": 72, "234300.0": 73, "234440.0": 74, "236280.0": 75, "236460.0": 76, "238600.0": 77, "239840.0": 78, "240060.0": 79, "240220.0": 80, "240620.0": 81, "241940.0": 82, "242080.0": 83, "242120.0": 84, "243580.0": 85, "243940.0": 86, "245820.0": 87, "246200.0": 88, "247140.0": 89, "247520.0": 90, "248040.0": 91, "252060.0": 92, "252820.0": 93, "254640.0": 94, "255000.0": 95, "256940.0": 96, "259540.0": 97, "259980.0": 98, "262080.0": 99, "266780.0": 100, "267440.0": 101, "272340.0": 102, "272800.0": 103, "273560.0": 104, "275540.0": 105, "278460.0": 106, "281960.0": 107, "283040.0": 108, "284180.0": 109, "285400.0": 110, "285600.0": 111, "290840.0": 112, "290860.0": 113, "294820.0": 114, "297100.0": 115, "301540.0": 116, "306760.0": 117, "307220.0": 118, "312020.0": 119, "312400.0": 120, "312460.0": 121, "312660.0": 122, "314840.0": 123, "315480.0": 124, "318920.0": 125, "319520.0": 126, "320600.0": 127, "322060.0": 128, "326040.0": 129, "326880.0": 130, "327880.0": 131, "330420.0": 132, "335240.0": 133, "335500.0": 134, "338420.0": 135, "340380.0": 136, "342400.0": 137, "347340.0": 138, "349900.0": 139, "358260.0": 140, "358720.0": 141, "362660.0": 142, "365080.0": 143, "366920.0": 144, "366960.0": 145, "372060.0": 146, "373260.0": 147, "384460.0": 148, "399380.0": 149, "413100.0": 150, "420080.0": 151, "420940.0": 152, "422360.0": 153, "434760.0": 154, "442080.0": 155, "453080.0": 156, "460660.0": 157, "473980.0": 158, "481180.0": 159, "486340.0": 160, "515160.0": 161, "523760.0": 162, "524280.0": 163, "560960.0": 164, "568660.0": 165, "573000.0": 166, "583700.0": 167, "650380.0": 168, "653200.0": 169, "724340.0": 170, "79380.0": 171, "82580.0": 172, "85360.0": 173, "96080.0": 174, "97260.0": 175, "99320.0": 176, "__MISSING__": 177 } }, "br_000": { "impute_value": 162.0, "kind": "categorical_codes", "mapping": { "0.0": 0, "103180.0": 1, "113680.0": 2, "114660.0": 3, "119300.0": 4, "120500.0": 5, "120580.0": 6, "123460.0": 7, "129060.0": 8, "129840.0": 9, "130200.0": 10, "1310700.0": 11, "135040.0": 12, "136100.0": 13, "138140.0": 14, "141680.0": 15, "142920.0": 16, "143880.0": 17, "148040.0": 18, "148960.0": 19, "150220.0": 20, "152100.0": 21, "152920.0": 22, "156880.0": 23, "157340.0": 24, "159100.0": 25, "159980.0": 26, "162240.0": 27, "164740.0": 28, "172160.0": 29, "174400.0": 30, "174920.0": 31, "175700.0": 32, "175980.0": 33, "180800.0": 34, "181280.0": 35, "185320.0": 36, "186140.0": 37, "189760.0": 38, "190060.0": 39, "191800.0": 40, "192480.0": 41, "196580.0": 42, "205300.0": 43, "206640.0": 44, "206880.0": 45, "208780.0": 46, "208880.0": 47, "209160.0": 48, "209900.0": 49, "211060.0": 50, "211220.0": 51, "213060.0": 52, "213520.0": 53, "214500.0": 54, "215900.0": 55, "216080.0": 56, "217080.0": 57, "218200.0": 58, "218560.0": 59, "221720.0": 60, "223460.0": 61, "229360.0": 62, "230760.0": 63, "231680.0": 64, "232680.0": 65, "232860.0": 66, "233860.0": 67, "234000.0": 68, "234360.0": 69, "234860.0": 70, "235060.0": 71, "235400.0": 72, "237520.0": 73, "237940.0": 74, "243760.0": 75, "247320.0": 76, "249000.0": 77, "253640.0": 78, "254020.0": 79, "255440.0": 80, "255560.0": 81, "256220.0": 82, "256920.0": 83, "258580.0": 84, "259360.0": 85, "261920.0": 86, "262180.0": 87, "265860.0": 88, "266180.0": 89, "268460.0": 90, "275280.0": 91, "276120.0": 92, "279000.0": 93, "279680.0": 94, "280020.0": 95, "281900.0": 96, "285520.0": 97, "285980.0": 98, "290380.0": 99, "294180.0": 100, "297140.0": 101, "298800.0": 102, "301280.0": 103, "304620.0": 104, "304900.0": 105, "305540.0": 106, "305680.0": 107, "305700.0": 108, "305820.0": 109, "311380.0": 110, "311940.0": 111, "316200.0": 112, "318120.0": 113, "321120.0": 114, "323200.0": 115, "325460.0": 116, "328580.0": 117, "334440.0": 118, "335000.0": 119, "339640.0": 120, "343040.0": 121, "347380.0": 122, "361180.0": 123, "361500.0": 124, "366380.0": 125, "369560.0": 126, "369640.0": 127, "374860.0": 128, "379940.0": 129, "383480.0": 130, "395360.0": 131, "398580.0": 132, "416020.0": 133, "424300.0": 134, "430440.0": 135, "436960.0": 136, "442020.0": 137, "444600.0": 138, "447040.0": 139, "450900.0": 140, "471420.0": 141, "488380.0": 142, "492580.0": 143, "496060.0": 144, "511660.0": 145, "519720.0": 146, "519980.0": 147, "539360.0": 148, "583240.0": 149, "587160.0": 150, "602240.0": 151, "617460.0": 152, "704180.0": 153, "710780.0": 154, "74980.0": 155, "80780.0": 156, "85980.0": 157, "87540.0": 158, "91060.0": 159, "91220.0": 160, "99820.0": 161, "__MISSING__": 162 } }, "bs_000": { "impute_value": 52420.0, "kind": "numeric" }, "bt_000": { "impute_value": 30425.5, "kind": "numeric" }, "bu_000": { "impute_value": 2294504.0, "kind": "numeric" }, "bv_000": { "impute_value": 2294504.0, "kind": "numeric" }, "bx_000": { "impute_value": 2229216.0, "kind": "numeric" }, "by_000": { "impute_value": 12310.5, "kind": "numeric" }, "bz_000": { "impute_value": 932.0, "kind": "numeric" }, "ca_000": { "impute_value": 26836.0, "kind": "numeric" }, "cb_000": { "impute_value": 284740.0, "kind": "numeric" }, "cc_000": { "impute_value": 2076808.0, "kind": "numeric" }, "ce_000": { "impute_value": 3080.0, "kind": "numeric" }, "cf_000": { "impute_value": 2.0, "kind": "numeric" }, "cg_000": { "impute_value": 44.0, "kind": "numeric" }, "ch_000": { "impute_value": 0.0, "kind": "numeric" }, "ci_000": { "impute_value": 1817658.24, "kind": "numeric" }, "cj_000": { "impute_value": 0.0, "kind": "numeric" }, "ck_000": { "impute_value": 242172.48, "kind": "numeric" }, "cl_000": { "impute_value": 0.0, "kind": "numeric" }, "cm_000": { "impute_value": 2.0, "kind": "numeric" }, "cn_000": { "impute_value": 0.0, "kind": "numeric" }, "cn_001": { "impute_value": 0.0, "kind": "numeric" }, "cn_002": { "impute_value": 0.0, "kind": "numeric" }, "cn_003": { "impute_value": 34596.0, "kind": "numeric" }, "cn_004": { "impute_value": 508441.0, "kind": "numeric" }, "cn_005": { "impute_value": 660844.0, "kind": "numeric" }, "cn_006": { "impute_value": 85845.0, "kind": "numeric" }, "cn_007": { "impute_value": 9309.0, "kind": "numeric" }, "cn_008": { "impute_value": 1623.0, "kind": "numeric" }, "cn_009": { "impute_value": 20.0, "kind": "numeric" }, "co_000": { "impute_value": 8.0, "kind": "numeric" }, "cp_000": { "impute_value": 14.0, "kind": "numeric" }, "cq_000": { "impute_value": 2294504.0, "kind": "numeric" }, "cr_000": { "impute_value": 4.0, "kind": "categorical_codes", "mapping": { "0.0": 0, "2402.0": 1, "2632.0": 2, "9080.0": 3, "__MISSING__": 4 } }, "cs_000": { "impute_value": 3158.0, "kind": "numeric" }, "cs_001": { "impute_value": 360.0, "kind": "numeric" }, "cs_002": { "impute_value": 16490.0, "kind": "numeric" }, "cs_003": { "impute_value": 112676.0, "kind": "numeric" }, "cs_004": { "impute_value": 89240.0, "kind": "numeric" }, "cs_005": { "impute_value": 1189358.0, "kind": "numeric" }, "cs_006": { "impute_value": 220420.0, "kind": "numeric" }, "cs_007": { "impute_value": 5456.0, "kind": "numeric" }, "cs_008": { "impute_value": 44.0, "kind": "numeric" }, "cs_009": { "impute_value": 0.0, "kind": "numeric" }, "ct_000": { "impute_value": 191.0, "kind": "numeric" }, "cu_000": { "impute_value": 261.0, "kind": "numeric" }, "cv_000": { "impute_value": 1201092.0, "kind": "numeric" }, "cx_000": { "impute_value": 44353.0, "kind": "numeric" }, "cy_000": { "impute_value": 0.0, "kind": "numeric" }, "cz_000": { "impute_value": 205.0, "kind": "numeric" }, "da_000": { "impute_value": 0.0, "kind": "numeric" }, "db_000": { "impute_value": 0.0, "kind": "numeric" }, "dc_000": { "impute_value": 1702783.0, "kind": "numeric" }, "dd_000": { "impute_value": 1325.0, "kind": "numeric" }, "de_000": { "impute_value": 140.0, "kind": "numeric" }, "df_000": { "impute_value": 0.0, "kind": "numeric" }, "dg_000": { "impute_value": 0.0, "kind": "numeric" }, "dh_000": { "impute_value": 0.0, "kind": "numeric" }, "di_000": { "impute_value": 0.0, "kind": "numeric" }, "dj_000": { "impute_value": 0.0, "kind": "numeric" }, "dk_000": { "impute_value": 0.0, "kind": "numeric" }, "dl_000": { "impute_value": 0.0, "kind": "numeric" }, "dm_000": { "impute_value": 0.0, "kind": "numeric" }, "dn_000": { "impute_value": 14358.0, "kind": "numeric" }, "do_000": { "impute_value": 8218.0, "kind": "numeric" }, "dp_000": { "impute_value": 2120.0, "kind": "numeric" }, "dq_000": { "impute_value": 0.0, "kind": "numeric" }, "dr_000": { "impute_value": 0.0, "kind": "numeric" }, "ds_000": { "impute_value": 45306.0, "kind": "numeric" }, "dt_000": { "impute_value": 7814.0, "kind": "numeric" }, "du_000": { "impute_value": 157640.0, "kind": "numeric" }, "dv_000": { "impute_value": 25476.0, "kind": "numeric" }, "dx_000": { "impute_value": 0.0, "kind": "numeric" }, "dy_000": { "impute_value": 0.0, "kind": "numeric" }, "dz_000": { "impute_value": 0.0, "kind": "numeric" }, "ea_000": { "impute_value": 0.0, "kind": "numeric" }, "eb_000": { "impute_value": 541510.0, "kind": "numeric" }, "ec_00": { "impute_value": 731.18, "kind": "numeric" }, "ed_000": { "impute_value": 830.0, "kind": "numeric" }, "ee_000": { "impute_value": 252332.0, "kind": "numeric" }, "ee_001": { "impute_value": 334500.0, "kind": "numeric" }, "ee_002": { "impute_value": 226736.0, "kind": "numeric" }, "ee_003": { "impute_value": 106704.0, "kind": "numeric" }, "ee_004": { "impute_value": 217936.0, "kind": "numeric" }, "ee_005": { "impute_value": 182498.0, "kind": "numeric" }, "ee_006": { "impute_value": 83954.0, "kind": "numeric" }, "ee_007": { "impute_value": 38094.0, "kind": "numeric" }, "ee_008": { "impute_value": 2376.0, "kind": "numeric" }, "ee_009": { "impute_value": 0.0, "kind": "numeric" }, "ef_000": { "impute_value": 0.0, "kind": "numeric" }, "eg_000": { "impute_value": 0.0, "kind": "numeric" } }, "feature_scaling": { "constant_columns": [ 27, 92 ], "max": [ 1532314.0, 8.0, 2130706556.0, 19178.0, 2702.0, 2544.0, 58270.0, 1467566.0, 3864894.0, 10329530.0, 30330114.0, 37673478.0, 54863988.0, 25553204.0, 11069432.0, 3540262.0, 50226520.0, 16512852.0, 510484.0, 6712.0, 5593776.0, 9720228.0, 89217384.0, 80832344.0, 41698542.0, 15484452.0, 128.0, 0.0, 797652.0, 358.0, 170710.0, 25648.0, 9845188.0, 9345184.0, 25235280.0, 9413080.0, 12466612.0, 27880432.0, 76212142.0, 85619938.0, 58623418.0, 580208.0, 2716274.0, 830466.0, 1028508.0, 5873770.0, 49017484.0, 88698484.0, 9212214.0, 4883612.0, 465718.0, 1670.0, 52194566.0, 31782608.0, 16180412.0, 9768686.0, 6483180.0, 11105122.0, 7974002.0, 6440504.0, 2059132.0, 8197026.0, 116578020.0, 54178.0, 41354.0, 363944.0, 8774.0, 50226520.0, 1768678.0, 23906196.0, 31646464.0, 1310700.0, 1310700.0, 491.0, 349.0, 270.0, 220.0, 177.0, 162.0, 656040.0, 1532313.02, 116578020.0, 116578020.0, 115237998.0, 524395.0, 15243884.0, 120806.0, 1207880.0, 103507688.0, 1861540.0, 12466.0, 21400.0, 0.0, 78795680.64, 15194164.8, 33616411.2, 126464.0, 44856.0, 3772790.0, 3671240.0, 14281044.0, 28573646.0, 42081494.0, 38275282.0, 22107936.0, 10126236.0, 4761332.0, 3887548.0, 80474.0, 213160.0, 116578020.0, 4.0, 145952.0, 98846.0, 21817888.0, 17379822.0, 21680526.0, 71477682.0, 14489484.0, 12884218.0, 1065342.0, 402502.0, 30076.0, 43614.0, 63118740.0, 42211382.0, 30704.0, 3970876.0, 3206.0, 184.0, 64628844.0, 131334.0, 21874.0, 1408530.0, 11616604.0, 1047930.0, 14154422.0, 1360.0, 198466.0, 52509110.0, 15530894.0, 1293286.0, 962952.0, 191502.0, 3970297804.0, 24648308.0, 3747434.0, 477170.0, 260105880.0, 28247842.0, 114288420.0, 923120.0, 92.0, 562.0, 1234411240.0, 80805.16, 44980.0, 34523094.0, 40415118.0, 16797558.0, 9132910.0, 15738046.0, 23696240.0, 18518742.0, 24793702.0, 7343632.0, 1442184.0, 28.0, 54.0 ], "method": "minmax over cleaned source rows before sampling", "min": [ 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, 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, 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, 184.0, 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, 0.0, 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, 0.0, 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 ], "range": [ 0.0, 1.0 ] }, "hash_algorithm": "sha256:first16", "headers_removed_from_csv": true, "n_features": 169, "origin": "real", "original_headers": [ "aa_000", "ab_000", "ac_000", "ad_000", "ae_000", "af_000", "ag_000", "ag_001", "ag_002", "ag_003", "ag_004", "ag_005", "ag_006", "ag_007", "ag_008", "ag_009", "ah_000", "ai_000", "aj_000", "ak_000", "al_000", "am_0", "an_000", "ao_000", "ap_000", "aq_000", "ar_000", "as_000", "at_000", "au_000", "av_000", "ax_000", "ay_000", "ay_001", "ay_002", "ay_003", "ay_004", "ay_005", "ay_006", "ay_007", "ay_008", "ay_009", "az_000", "az_001", "az_002", "az_003", "az_004", "az_005", "az_006", "az_007", "az_008", "az_009", "ba_000", "ba_001", "ba_002", "ba_003", "ba_004", "ba_005", "ba_006", "ba_007", "ba_008", "ba_009", "bb_000", "bc_000", "bd_000", "be_000", "bf_000", "bg_000", "bh_000", "bi_000", "bj_000", "bk_000", "bl_000", "bm_000", "bn_000", "bo_000", "bp_000", "bq_000", "br_000", "bs_000", "bt_000", "bu_000", "bv_000", "bx_000", "by_000", "bz_000", "ca_000", "cb_000", "cc_000", "ce_000", "cf_000", "cg_000", "ch_000", "ci_000", "cj_000", "ck_000", "cl_000", "cm_000", "cn_000", "cn_001", "cn_002", "cn_003", "cn_004", "cn_005", "cn_006", "cn_007", "cn_008", "cn_009", "co_000", "cp_000", "cq_000", "cr_000", "cs_000", "cs_001", "cs_002", "cs_003", "cs_004", "cs_005", "cs_006", "cs_007", "cs_008", "cs_009", "ct_000", "cu_000", "cv_000", "cx_000", "cy_000", "cz_000", "da_000", "db_000", "dc_000", "dd_000", "de_000", "df_000", "dg_000", "dh_000", "di_000", "dj_000", "dk_000", "dl_000", "dm_000", "dn_000", "do_000", "dp_000", "dq_000", "dr_000", "ds_000", "dt_000", "du_000", "dv_000", "dx_000", "dy_000", "dz_000", "ea_000", "eb_000", "ec_00", "ed_000", "ee_000", "ee_001", "ee_002", "ee_003", "ee_004", "ee_005", "ee_006", "ee_007", "ee_008", "ee_009", "ef_000", "eg_000", "target" ], "output_headers": [ "aa_000", "ab_000", "ac_000", "ad_000", "ae_000", "af_000", "ag_000", "ag_001", "ag_002", "ag_003", "ag_004", "ag_005", "ag_006", "ag_007", "ag_008", "ag_009", "ah_000", "ai_000", "aj_000", "ak_000", "al_000", "am_0", "an_000", "ao_000", "ap_000", "aq_000", "ar_000", "as_000", "at_000", "au_000", "av_000", "ax_000", "ay_000", "ay_001", "ay_002", "ay_003", "ay_004", "ay_005", "ay_006", "ay_007", "ay_008", "ay_009", "az_000", "az_001", "az_002", "az_003", "az_004", "az_005", "az_006", "az_007", "az_008", "az_009", "ba_000", "ba_001", "ba_002", "ba_003", "ba_004", "ba_005", "ba_006", "ba_007", "ba_008", "ba_009", "bb_000", "bc_000", "bd_000", "be_000", "bf_000", "bg_000", "bh_000", "bi_000", "bj_000", "bk_000", "bl_000", "bm_000", "bn_000", "bo_000", "bp_000", "bq_000", "br_000", "bs_000", "bt_000", "bu_000", "bv_000", "bx_000", "by_000", "bz_000", "ca_000", "cb_000", "cc_000", "ce_000", "cf_000", "cg_000", "ch_000", "ci_000", "cj_000", "ck_000", "cl_000", "cm_000", "cn_000", "cn_001", "cn_002", "cn_003", "cn_004", "cn_005", "cn_006", "cn_007", "cn_008", "cn_009", "co_000", "cp_000", "cq_000", "cr_000", "cs_000", "cs_001", "cs_002", "cs_003", "cs_004", "cs_005", "cs_006", "cs_007", "cs_008", "cs_009", "ct_000", "cu_000", "cv_000", "cx_000", "cy_000", "cz_000", "da_000", "db_000", "dc_000", "dd_000", "de_000", "df_000", "dg_000", "dh_000", "di_000", "dj_000", "dk_000", "dl_000", "dm_000", "dn_000", "do_000", "dp_000", "dq_000", "dr_000", "ds_000", "dt_000", "du_000", "dv_000", "dx_000", "dy_000", "dz_000", "ea_000", "eb_000", "ec_00", "ed_000", "ee_000", "ee_001", "ee_002", "ee_003", "ee_004", "ee_005", "ee_006", "ee_007", "ee_008", "ee_009", "ef_000", "eg_000", "target" ], "sampling": { "final_max_rows": 2000, "method": "quota stratified by target distribution plus high-variance feature quantile bins", "minimum_final_rows": 101, "minimum_test_to_train_ratio_when_small": 0.2, "seed": 1751384932, "source_read_max_rows": null, "test_target_rows": 1000, "train_target_rows": 1000 }, "sha256": "695124699b412d0fdd522d8cf1bd926928bb0870a5070ab84a1d838e292c7a3e", "source": "openml", "source_file": "apsfailure.csv", "source_modified_at": "2026-06-26T09:39:24+00:00", "source_openml_data_id": 41138, "source_openml_name": "APSFailure", "source_path": "/home/ubuntu/hyper/data/tabular/apsfailure.csv", "source_real_data": true, "source_size_bytes": 2014470, "source_url": "https://www.openml.org/d/41138", "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": { "kind": "numeric" }, "task_type": "binary", "test_rows": 1000, "train_rows": 1000 }