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  1. Training set:
  2. +------+-------+---------+----+----------+-----------+---------+--------------+--------+-----------------+-----+
  3. |radius|texture|perimeter|area|smoothness|compactness|concavity|concave_points|symmetry|fractal_dimension|class|
  4. +------+-------+---------+----+----------+-----------+---------+--------------+--------+-----------------+-----+
  5. | 20.57|  17.77|    132.9|1326|   0.08474|    0.07864|   0.0869|       0.07017|  0.1812|          0.05667|  1.0|
  6. | 11.42|  20.38|    77.58| 386|    0.1425|     0.2839|   0.2414|        0.1052|  0.2597|          0.09744|  1.0|
  7. | 12.45|   15.7|    82.57| 477|    0.1278|       0.17|   0.1578|       0.08089|  0.2087|          0.07613|  1.0|
  8. | 18.25|  19.98|    119.6|1040|   0.09463|      0.109|   0.1127|         0.074|  0.1794|          0.05742|  1.0|
  9. |  13.0|  21.82|     87.5| 519|    0.1273|     0.1932|   0.1859|       0.09353|   0.235|          0.07389|  1.0|
  10. | 19.17|   24.8|    132.4|1123|    0.0974|     0.2458|   0.2065|        0.1118|  0.2397|            0.078|  1.0|
  11. | 14.68|  20.13|    94.74| 684|   0.09867|      0.072|  0.07395|       0.05259|  0.1586|          0.05922|  1.0|
  12. | 19.81|  22.15|    130.0|1260|   0.09831|     0.1027|   0.1479|       0.09498|  0.1582|          0.05395|  1.0|
  13. | 13.08|  15.71|    85.63| 520|    0.1075|      0.127|  0.04568|        0.0311|  0.1967|          0.06811|  0.0|
  14. | 21.16|  23.04|    137.2|1404|   0.09428|     0.1022|   0.1097|       0.08632|  0.1769|          0.05278|  1.0|
  15. +------+-------+---------+----+----------+-----------+---------+--------------+--------+-----------------+-----+
  16. only showing top 10 rows
  17.  
  18. Test set:
  19. +------+-------+---------+----+----------+-----------+---------+--------------+--------+-----------------+-----+
  20. |radius|texture|perimeter|area|smoothness|compactness|concavity|concave_points|symmetry|fractal_dimension|class|
  21. +------+-------+---------+----+----------+-----------+---------+--------------+--------+-----------------+-----+
  22. | 17.99|  10.38|    122.8|1001|    0.1184|     0.2776|   0.3001|        0.1471|  0.2419|          0.07871|  1.0|
  23. | 19.69|  21.25|    130.0|1203|    0.1096|     0.1599|   0.1974|        0.1279|  0.2069|          0.05999|  1.0|
  24. | 20.29|  14.34|    135.1|1297|    0.1003|     0.1328|    0.198|        0.1043|  0.1809|          0.05883|  1.0|
  25. | 13.71|  20.83|     90.2| 577|    0.1189|     0.1645|  0.09366|       0.05985|  0.2196|          0.07451|  1.0|
  26. | 12.46|  24.04|    83.97| 475|    0.1186|     0.2396|   0.2273|       0.08543|   0.203|          0.08243|  1.0|
  27. | 16.02|  23.24|    102.7| 797|   0.08206|    0.06669|  0.03299|       0.03323|  0.1528|          0.05697|  1.0|
  28. | 15.78|  17.89|    103.6| 781|    0.0971|     0.1292|  0.09954|       0.06606|  0.1842|          0.06082|  1.0|
  29. | 15.85|  23.95|    103.7| 782|   0.08401|     0.1002|  0.09938|       0.05364|  0.1847|          0.05338|  1.0|
  30. | 13.73|  22.61|     93.6| 578|    0.1131|     0.2293|   0.2128|       0.08025|  0.2069|          0.07682|  1.0|
  31. | 14.54|  27.54|    96.73| 658|    0.1139|     0.1595|   0.1639|       0.07364|  0.2303|          0.07077|  1.0|
  32. +------+-------+---------+----+----------+-----------+---------+--------------+--------+-----------------+-----+
  33. only showing top 10 rows
  34.  
  35. Generation 0:
  36. Stages List(featureHasher_ac3276f5b732, vecAssembler_77eb76ae7af5, pca_859e2430defc, vecAssembler_1630514fc810, vecAssembler_2d9a0bfbf3db, pca_458cb2307546, vecAssembler_9cc69548b125, vecAssembler_767e17a9f496, vecAssembler_edb39617fce2, pca_39c7acc8a4e3, vecAssembler_1277d00c759a, vecAssembler_74a7e490c3c7, pca_73158e132c4e, featureHasher_811b66cb6073, vecAssembler_1da782818c0b, pca_093a77b96027, featureHasher_283e83f2a28b, vecAssembler_f85bd5b1d12a, pca_ce8ae1652706, vecAssembler_60e50401d59c, numericValueToVector_6fbd830550d6, minMaxScal_6486b4435c5d, vecAssembler_4472c79c7b21, logreg_4794a52e9123)
  37. Stages List(featureHasher_b65f1948e4bd, featureHasher_285f869e598c, vecAssembler_7504a08dd007, dtc_a82f30a4f747)
  38. Stages List(featureHasher_ddaaeb5f0f6d, featureHasher_d098a28d12bc, vecAssembler_afb868f4a630, vecAssembler_26ec7e22a79a, pca_e10b12b2dbf5, featureHasher_03e94b9ed33b, vecAssembler_5b8a483d7408, chiSqSelector_2c98c7ae4b48, oneVsRest_549a733c6d1d)
  39. Stages List(featureHasher_be4c3abf56f6, vecAssembler_7716b97bd9c6, chiSqSelector_6a96f4a563a3, mlpc_b58810d52028)
  40. Stages List(featureHasher_73d6aad26517, vecAssembler_344e74952963, vecAssembler_b4a4dfd28e1a, minMaxScal_9b029536a197, nb_cae88925c4c8)
  41. Stages List(featureHasher_375b9fc02021, vecAssembler_ee291d8c23e8, chiSqSelector_5d5caa5ed177, oneVsRest_8c74937a8ac8)
  42. Stages List(featureHasher_d1d5ddfb40d6, vecAssembler_c15ec9d84129, pca_d4b96aaa3e5d, vecAssembler_95f797c0a282, vecAssembler_ae2035281d48, pca_868e22e2cb51, featureHasher_8b2e365a4464, numericValueToVector_bd04fe02c3a6, idf_db9ac688ab9d, vecAssembler_a96e5c1a6e0c, vecAssembler_04160d9ab6e7, pca_a0839a122640, featureHasher_88b9bdbd28e3, vecAssembler_025d3822d327, featureHasher_1f6a29c2cc12, vecAssembler_c3a2ff51c8a3, pca_b4e2aedcc4bc, vecAssembler_5e27ce3d0e51, vecAssembler_592a8a93f584, oneVsRest_17137f379c90)
  43. Stages List(featureHasher_95ff0a073136, vecAssembler_d598799c275b, vecAssembler_35aedbf8bcee, pca_df4968364b50, numericValueToVector_ef9b49f66ad2, stdScal_59c94bf0324c, featureHasher_9f819c6d2d7f, vecAssembler_ec4468ea523b, chiSqSelector_74b7db924d4c, rfc_9e42b83b18d2)
  44. Stages List(numericValueToVector_d429b65a11c4, binarizer_845cacfeb8f4, numericValueToVector_d577544ccbeb, maxAbsScal_4fa520ec19ef, numericValueToVector_b9a4aa474478, idf_f08463c474d3, featureHasher_9382053d1346, vecAssembler_f248efce3314, chiSqSelector_5df354b2a79c, dtc_1d1ed9090221)
  45. Stages List(featureHasher_75a2a13ee227, vecAssembler_44e8cfcdac32, pca_6471db959569, vecAssembler_f2b9925fc85a, numericValueToVector_20fb2cb358bf, minMaxScal_779209baad3a, featureHasher_35c55298cec1, vecAssembler_230769ee02e9, vecAssembler_c20b612fb5d2, pca_090367f356fc, vecAssembler_94e841f09454, vecAssembler_93568c6c08c6, pca_29bca43fd5fe, featureHasher_e62333badce2, vecAssembler_17b022759b2f, vecAssembler_101649650587, chiSqSelector_7f225f92e752, oneVsRest_f3aa0441ad9b)
  46. Stages List(featureHasher_4b3a72f074a0, featureHasher_0f74eb588041, featureHasher_86c3126ab11d, vecAssembler_741d365c4703, dtc_4595bf2d52aa)
  47. Stages List(featureHasher_71f7c182ac1a, featureHasher_129e3a8c2841, featureHasher_5bfaaf32cbe8, vecAssembler_0b3082101bb6, pca_e4965a8ecfc3, vecAssembler_a32df0af2e29, vecAssembler_dc6c6bd7e00d, pca_cf7d37ae2c6a, vecAssembler_4ea8158af246, vecAssembler_bac5a4c055dd, dtc_2e81e60e175d)
  48. Stages List(vecAssembler_673eab9da392, vecAssembler_c53781b32057, pca_24b1b6d81cd7, vecAssembler_00f05bcca311, featureHasher_4fd4850faff2, vecAssembler_54660bec5a58, pca_a9bd1ed1185a, vecAssembler_8a1fc7c1a3be, featureHasher_80a75c0e44fb, vecAssembler_7c85cdc88a51, mlpc_71c4c88da08b)
  49. Stages List(featureHasher_c306be959f01, featureHasher_5c10ab8b5610, vecAssembler_9ce9bc50c07c, featureHasher_e028acf3f90c, vecAssembler_af9b7e41fd85, pca_29ef314372f5, vecAssembler_24fc32a0d3ca, vecAssembler_9c4e93cb27d0, pca_7da6f36af3af, numericValueToVector_e60f5ab83f8e, stdScal_1adb5c572d99, vecAssembler_7411a3e373c7, mlpc_cd0e799f59b9)
  50. Stages List(featureHasher_25f1207663c7, featureHasher_7102621508d9, numericValueToVector_cec278936da9, stdScal_997d2853825e, vecAssembler_f0ca49347029, vecAssembler_4e6a71961f69, pca_fa3a08a823bc, vecAssembler_b4de7bd792fe, vecAssembler_ab1208719142, pca_d57f44683b5f, vecAssembler_dba7bee01d25, vecAssembler_1be2b8312614, featureHasher_74188258624e, vecAssembler_a60ec5621d4c, vecAssembler_456c3a555907, chiSqSelector_d7a2b0ac6443, rfc_25f8af737ca0)
  51. Stages List(numericValueToVector_a839ce770fde, binarizer_fab1c1eea661, featureHasher_62776c39e596, featureHasher_3f41351cac21, vecAssembler_451b7c311996, vecAssembler_645987b8d07e, chiSqSelector_ad49cbdf35c9, vecAssembler_66f5a595215c, minMaxScal_c5753a581808, nb_93aad224d9d5)
  52. Stages List(featureHasher_add86de7c29f, featureHasher_05084c247875, vecAssembler_7947fec497b5, featureHasher_83fb264cd794, vecAssembler_265e57a1126c, pca_6c9a25984506, vecAssembler_97e89afada3e, rfc_230e0737ede9)
  53. Stages List(featureHasher_a7c678ddb061, featureHasher_fd8a3a6bd750, vecAssembler_617a2a117d50, featureHasher_e9621b97acc3, vecAssembler_65a795734163, vecAssembler_2f7cc1750b8c, pca_75b50f3c6796, vecAssembler_5240dea22bbf, chiSqSelector_22ace176ceaa, rfc_707fb377bd89)
  54. Stages List(featureHasher_3b26137501d1, numericValueToVector_5799c4962f5b, idf_e22dcd8aec71, vecAssembler_029044562a7c, featureHasher_a9276dbd8ace, vecAssembler_d47d93959dff, pca_6d6cdd9c4e65, vecAssembler_092e6d10447c, vecAssembler_16263af7ddbd, rfc_5f40c5c57be8)
  55. Stages List(featureHasher_471a259d26b8, vecAssembler_05bf5c44f5f7, pca_d53b58b210ae, numericValueToVector_cb8e090232c5, minMaxScal_e6ff1e35144c, featureHasher_e0d3127e8419, vecAssembler_c3e08dcb14e8, chiSqSelector_42ffcf074f26, oneVsRest_e61fcca566ff)
  56. Stages List(featureHasher_492b085d2d64, featureHasher_3c6123b8b162, vecAssembler_e63205972282, featureHasher_068f66948b8d, vecAssembler_b99baaf4d6e9, pca_98a33947dd5d, featureHasher_970ac6430dd2, vecAssembler_01af0dac3b68, vecAssembler_c50de3d635fd, pca_88578ddf88ad, vecAssembler_812d38a1490b, vecAssembler_ca7e06392b93, pca_623ba0d4bd69, vecAssembler_991730d9532e, vecAssembler_681278da7e1e, dtc_2ee4a28a2d0a)
  57. Stages List(featureHasher_16888452bcff, vecAssembler_6324ec6775b6, logreg_854f10392b79)
  58. Stages List(featureHasher_f4ae75b37f44, vecAssembler_9a33c453754b, logreg_c272810726f9)
  59. Stages List(featureHasher_24db527f42c7, vecAssembler_431d8ca57910, vecAssembler_bd6b279fd8de, dtc_8050122a9831)
  60. Stages List(featureHasher_1d904fdc2601, featureHasher_699ea759467e, vecAssembler_c6bb7de74350, vecAssembler_a726feeaef4b, minMaxScal_3b7b9a4c1169, nb_52bf58612502)
  61. Stages List(numericValueToVector_8fb2ced5aeef, maxAbsScal_1bd8b564335b, featureHasher_87ccef3f0121, vecAssembler_2beee827ed02, pca_f5844fa51957, vecAssembler_b3fee934781f, featureHasher_2722f5a960cc, vecAssembler_adcefb49a8d5, vecAssembler_5d4eaf2f5610, dtc_8511a3429e11)
  62. Stages List(numericValueToVector_416b6301b3de, binarizer_ad8c1ceef70c, featureHasher_a2aba80928c1, vecAssembler_7da371e81cb3, chiSqSelector_f17444ac2c88, vecAssembler_7e7bb20132ba, minMaxScal_c9a9a8a64ce3, nb_eee30df33950)
  63. Stages List(featureHasher_058a1e924116, vecAssembler_8148b57adf4e, vecAssembler_cd0175395fc7, pca_09c32f68d984, numericValueToVector_d085ff0f5e98, binarizer_71e54e38c6aa, featureHasher_7affeba960d8, vecAssembler_a074190b0c78, vecAssembler_c0e141598be5, pca_a56c869465e6, numericValueToVector_345d15bdc3d8, binarizer_8a819a503772, vecAssembler_f782d57ec960, featureHasher_7d4ba355039f, featureHasher_9287c9ee91e4, vecAssembler_91c7f321ce6b, pca_ba24c4376c69, vecAssembler_2f7b0ef3978b, vecAssembler_379b6548e315, mlpc_ecd45ada3c10)
  64. Stages List(featureHasher_6bb2a8591e6c, vecAssembler_8af4f555e64c, pca_734ebf9d4054, featureHasher_6b6d9871e8a4, vecAssembler_c28457cfd578, pca_3757ef5aad4c, vecAssembler_1e14670e081e, vecAssembler_263743b68c6f, pca_84239db4bc7c, vecAssembler_ce351b982056, featureHasher_b63cf60dbfe1, vecAssembler_eaa5a6eb5919, vecAssembler_15c929b199d1, minMaxScal_0d21be89547c, nb_e468a9ce00d8)
  65. Stages List(featureHasher_42df645cf56d, vecAssembler_dbae03d5cb4b, pca_5ed118f28267, numericValueToVector_4e8970c50994, normalizer_eb5b7bf1f3d1, vecAssembler_ee8cd9bf3366, numericValueToVector_50bc91a90b7d, minMaxScal_ed6f3855fc65, numericValueToVector_46e954bad169, maxAbsScal_6305401579fc, vecAssembler_205cfdd8e168, vecAssembler_ca1eddc8eea0, mlpc_1dbd0417c273)
  66.  
  67. Generation: 1
  68. Stages List(featureHasher_f7632998151f, vecAssembler_b769a476429b, pca_a6da80bfda6d, numericValueToVector_f772b50e7fc7, normalizer_04172a821276, vecAssembler_841c012e18e5, numericValueToVector_2fde0801a3cf, minMaxScal_2ac800a2196d, numericValueToVector_0a9259a88e7d, maxAbsScal_b416a9205534, vecAssembler_6755b6b2a304, vecAssembler_13ef254af1ac, mlpc_5b6017c374d0)
  69. Stages List(featureHasher_d6a42cf89180, featureHasher_c3753505a3e8, featureHasher_caf466146a2c, vecAssembler_79e7e014427a, chiSqSelector_cc90063ccc82, dtc_9eb487dedd06)
  70. Stages List(numericValueToVector_a2f3a088d4e4, binarizer_d510c2aa0e2e, featureHasher_7fa5bf0eed6a, featureHasher_786bc256e8fb, vecAssembler_ea6baab78cb6, vecAssembler_39574566e319, chiSqSelector_9bdca7949d08, vecAssembler_6417c76d3dde, minMaxScal_bc1642d12529, nb_0f573dcacdc7)
  71. Stages List(featureHasher_9141eab9def5, vecAssembler_6f6f342360b7, logreg_fba0d3c6f731)
  72. Stages List(featureHasher_2466e3d27e50, vecAssembler_d9204437626e, chiSqSelector_6ca5480ad4c2, oneVsRest_cd478c989861)
  73. Stages List(featureHasher_6a0e2b02e9ad, numericValueToVector_bd6893bbe409, idf_9431291a778e, vecAssembler_a7781d483edb, featureHasher_e056dcfdf96f, vecAssembler_5c2036a4aad2, pca_4ad546316cc6, vecAssembler_2455d4fe4578, vecAssembler_6479c8c8f477, vecAssembler_de387c3c4101, minMaxScal_9abdc063826f, nb_f92bebbf36f7)
  74. Stages List(featureHasher_1ec11efb4a56, vecAssembler_d9289e61fb07, pca_e965a6eadc4c, numericValueToVector_c25489d0dcc8, minMaxScal_89b35249d4df, featureHasher_37ca821faf91, vecAssembler_6ee74b85c889, chiSqSelector_b54a17f9831b, oneVsRest_70e81906603a)
  75. Stages List(featureHasher_5b88f03d4ad4, numericValueToVector_e9044e179bb4, idf_67f49ddd0237, vecAssembler_0a4e6d818483, featureHasher_21b84ebc4839, vecAssembler_3394a1dadb15, pca_2f70890e30a6, vecAssembler_431076c2add4, vecAssembler_9e83078ec80a, rfc_c30a62bfb5fc)
  76. Stages List(featureHasher_1e1f2eb2c998, vecAssembler_d3fb0ae06398, mlpc_e5bed9db913a)
  77. Stages List(featureHasher_eb1d7545de06, vecAssembler_4fdc9d54a82e, logreg_cafb3dfd7080)
  78. Stages List(featureHasher_8d221ff27cde, vecAssembler_ec3fce8bcc7f, pca_a25148d5d17d, numericValueToVector_e87b9c62e286, minMaxScal_4bd0625a040d, featureHasher_51851298254d, vecAssembler_faaa0c8140d9, chiSqSelector_d57a8a21c1c2, oneVsRest_571ed93895fd)
  79. Stages List(featureHasher_7a7312059c67, numericValueToVector_10a4583a4775, idf_fc3eb8d78112, vecAssembler_35a7c0a8a4f3, featureHasher_ed8b14818e8f, vecAssembler_c984b9db2088, pca_0aefdb3c485d, vecAssembler_61310b6e66d5, vecAssembler_a61952622327, rfc_061b92da6542)
  80. Stages List(featureHasher_b3cba638de33, vecAssembler_75ea8ebc8f26, mlpc_b61fa4b727e5)
  81. Stages List(featureHasher_9fb8c3a7758d, vecAssembler_42dc98bca582, logreg_829ab814d5a9)
  82. Stages List(featureHasher_0ab8267046d0, featureHasher_29b71bf48b4b, vecAssembler_43747c949b93, featureHasher_3b9fedabfd77, vecAssembler_ec37cf2ca36b, vecAssembler_06e486701b83, pca_1b1e63619608, vecAssembler_21ce95c8a7a6, chiSqSelector_a344e1fa181e, rfc_eca233bf5b28)
  83. Stages List(featureHasher_9b67d780c29e, vecAssembler_af896cff618a, vecAssembler_8ffea16f1ba3, pca_1eb41ba58761, numericValueToVector_0b702de1a411, binarizer_92dc7a73bef2, featureHasher_30c3b7b4df54, vecAssembler_ac13708cd5f9, vecAssembler_ac3af4c6858e, pca_9989cc30fb59, numericValueToVector_01a2c733ca0e, binarizer_b394f0d4419f, vecAssembler_ef1a9b3a19d8, featureHasher_5f119c79263b, featureHasher_71f1ae3b791b, vecAssembler_95ff7871dcf5, pca_ac488aea96ae, vecAssembler_b1fcc68ffd79, vecAssembler_2fbd10362eb4, mlpc_8bcc544f8ab8)
  84. Stages List(featureHasher_9458675b3776, featureHasher_54024ab7c09c, featureHasher_d88b4268eb09, vecAssembler_1ca23d06b729, dtc_013cbb9cbc03)
  85. Stages List(featureHasher_b6e90303084d, vecAssembler_6fcb5ff51d33, chiSqSelector_7be237bc07eb, logreg_0fa09c5f0e99)
  86. Stages List(numericValueToVector_d62ad751d3b0, maxAbsScal_7593843039d2, featureHasher_b0b146b884a0, vecAssembler_682262467bf4, pca_0722e6e9e121, vecAssembler_abc14ba42aa6, featureHasher_2e7478b10172, vecAssembler_a4cb407df866, vecAssembler_7a89a6c825fa, dtc_4d6c1046122e)
  87. Stages List(featureHasher_358c7c59edf4, featureHasher_877d809b0fdd, vecAssembler_cf8805562d91, featureHasher_0e1ecc1d7390, vecAssembler_b6f74dd6c25d, vecAssembler_e8a410c3c482, pca_df1cb045563a, vecAssembler_46ea07b77953, chiSqSelector_c24b1138959a, rfc_beea44bfbde9)
  88. Stages List(featureHasher_adc2c26afc59, vecAssembler_d0bfc59425c0, pca_28c1706adbf1, numericValueToVector_d566bdc45147, normalizer_8057b4ab485c, vecAssembler_4e9624c179f8, numericValueToVector_6e5e40bdb523, minMaxScal_a83cb18ea88c, numericValueToVector_0b80d92f3116, maxAbsScal_4b41d2ba94ad, vecAssembler_b43c1914cc9e, vecAssembler_81ec96d86e0e, mlpc_ac7b68b92def)
  89. Stages List(featureHasher_99434b79aa27, featureHasher_45d0c65089b1, vecAssembler_3ffe96528645, featureHasher_0c8ea21c8a38, vecAssembler_b03c1d43fa03, vecAssembler_fe47bf657430, pca_b0b3cf18f97d, vecAssembler_dff17b9f98a2, chiSqSelector_c14bed81e3f7, rfc_7601aaa84654)
  90. Stages List(featureHasher_155d39169b0b, vecAssembler_d086e7c336b4, logreg_15983c4796cd)
  91. Stages List(featureHasher_f066c8b5b0c7, vecAssembler_94342ed0ef2b, chiSqSelector_c86508502e3f, mlpc_a6c17f1a426a)
  92. Stages List(featureHasher_a36a5054a183, vecAssembler_2ffdcdb50a10, chiSqSelector_97fad5b1170f, oneVsRest_48efb9feaa17)
  93. Stages List(featureHasher_adfd771fd2de, featureHasher_6c07f40ed4ed, vecAssembler_a03da2f2ccf8, featureHasher_3142abbf5a78, vecAssembler_f99d4860fb7d, pca_5d1a6b731504, featureHasher_99269725308c, vecAssembler_37fc7a97ca82, vecAssembler_f078c3d25c13, pca_85f5a0487e1a, vecAssembler_d63719162cb0, vecAssembler_e031baf9cc75, pca_52106a8089a1, vecAssembler_c3047b25f917, vecAssembler_340182ee38c2, dtc_a2bc9ac85471)
  94. Stages List(featureHasher_ccc2e5e29cd4, vecAssembler_21a77eb2b362, logreg_788b0a143d71)
  95. Stages List(featureHasher_71db9f3fe879, vecAssembler_fb6da96b62bf, logreg_fb5d3314f685)
  96. Stages List(featureHasher_06556c71ae64, vecAssembler_77d6e1148299, logreg_4c6ab51c9f9f)
  97. Stages List(featureHasher_db2f4a44031a, vecAssembler_6e9bd9e83cb0, pca_51d3526847be, numericValueToVector_b00db7715bfe, minMaxScal_bebc5b43e727, featureHasher_c5e5bef2c114, vecAssembler_6df46d93a0b5, chiSqSelector_5e5ddccaec31, oneVsRest_cd2a4a12a38e)
  98.  
  99. Generation: 2
  100. Stages List(featureHasher_cf825876144d, vecAssembler_f5a491ade95e, pca_f605f6b6f427, numericValueToVector_f106bec37d9e, minMaxScal_a5f11eb4dc6e, featureHasher_d352aad5627a, vecAssembler_dea26577099b, chiSqSelector_f16635d59fc4, oneVsRest_015dae2bf654)
  101. Stages List(featureHasher_df73a8870a75, vecAssembler_ea57b5245978, logreg_8efcaa8696ee)
  102. Stages List(featureHasher_5dfa3af2f85c, featureHasher_5914f317b928, vecAssembler_3f1a99b990a2, featureHasher_b7ae366e057b, vecAssembler_937cc88739d8, vecAssembler_0497d3e48c0c, pca_5f54a5970dec, vecAssembler_6e422eaa28aa, chiSqSelector_8d19112b5211, logreg_ca606de43d19)
  103. Stages List(vecAssembler_0a4baa3f58eb, rfc_7f294b72a7c7)
  104. Stages List(featureHasher_9f93c770c558, vecAssembler_0b89ae595e36, oneVsRest_0c9eaf956415)
  105. Stages List(featureHasher_e18ad9ddac8a, vecAssembler_424ff50dfe97, logreg_74795b690fd0)
  106. Stages List(featureHasher_99dc4bd407d4, vecAssembler_a73e33f953f7, chiSqSelector_8c54989faf1f, logreg_7f7d3e8ec5c5)
  107. Stages List(featureHasher_1f3d5afaf2f7, featureHasher_4eb936bebaa9, vecAssembler_90d81c2660f0, featureHasher_8178201c9300, vecAssembler_0e57dd7e17a5, vecAssembler_d8867a5dc4ef, pca_b8e7990943f6, vecAssembler_5bf230486188, chiSqSelector_af4cfb39e745, rfc_a5988eff2166)
  108. Stages List(featureHasher_6521c451c5b2, vecAssembler_0d218d4e858e, logreg_162b0452fe14)
  109. Stages List(featureHasher_ad5995ed13e3, vecAssembler_b24c76afdd60, mlpc_9aed1ee2d30d)
  110. Stages List(featureHasher_ee3513ffe111, vecAssembler_a148bec27fa2, chiSqSelector_93768ad8cfd7, mlpc_29d28d6bd722)
  111. Stages List(featureHasher_27f466606cd5, featureHasher_15568275d759, vecAssembler_f2ea8df2d090, featureHasher_82537511d937, vecAssembler_17d920798f01, vecAssembler_17c3b0931f48, pca_45c25e52db7e, vecAssembler_40f2e624584f, chiSqSelector_6d337c869e02, rfc_79c35308f1f9)
  112. Stages List(featureHasher_63bc09597b5f, vecAssembler_cf8b13851088, logreg_4e19779221da)
  113. Stages List(featureHasher_d76348e86563, vecAssembler_2b55c39c75a7, pca_5845fc6390e4, numericValueToVector_a6f2da2773c5, minMaxScal_72d6e26f6a99, featureHasher_b85349ca3986, vecAssembler_5ba723ec24d0, chiSqSelector_2564bfe4eaa9, oneVsRest_4c85d3ff1150)
  114. Stages List(featureHasher_8235071c7b80, vecAssembler_81b756e156c5, chiSqSelector_b34331afff27, logreg_1f05015976f9)
  115. Stages List(featureHasher_360c4c03c7d0, featureHasher_e2565262f903, featureHasher_cafeb9690d43, vecAssembler_2eb24efd7427, dtc_5fdd4e8ab439)
  116. Stages List(featureHasher_18a70a8bd2ab, numericValueToVector_2dc9dc62f50c, idf_0f91ae845a86, vecAssembler_ca8c73116617, featureHasher_3a55a6877b54, vecAssembler_b035ae56004a, pca_753258a96ea4, vecAssembler_3100843a30f1, vecAssembler_ace9358b0317, rfc_7a55f3927ba2)
  117. Stages List(featureHasher_8a58d893bc34, vecAssembler_d1dc532627a5, vecAssembler_37e1b8da50ab, minMaxScal_fdc8d05b3de8, nb_52e88fe241fa)
  118. Stages List(featureHasher_10ff2492633b, vecAssembler_0215abb0a9a8, logreg_2540d76c59aa)
  119. Stages List(featureHasher_efc83d08bcf6, vecAssembler_319696acf96c, logreg_384f357aeeae)
  120. Stages List(featureHasher_ef578cad2da2, vecAssembler_9c505fbb8a61, logreg_768990f022ad)
  121. Stages List(featureHasher_8df5d4121d7c, vecAssembler_e59ac39fa2b0, pca_f6e8e4ebcaef, numericValueToVector_adf11e9a1fb7, normalizer_6ca3bc88f033, vecAssembler_e2d3766b39cc, numericValueToVector_2a57b47f31a3, minMaxScal_fb8ecc89396a, numericValueToVector_956fa0c93906, maxAbsScal_7642ac5ebaa6, vecAssembler_fb1776c0942f, vecAssembler_c686cf998dcf, mlpc_752543f371b1)
  122. Stages List(featureHasher_557b0a536c05, vecAssembler_41dd96d7c7af, logreg_9df131baadd6)
  123. Stages List(featureHasher_e53e6f55b04b, numericValueToVector_472d5a8204d9, idf_52e489e7d2b5, vecAssembler_7480581e705b, featureHasher_b4994859db96, vecAssembler_4887ade7ac56, pca_b7383fe88554, vecAssembler_47c224808f2d, vecAssembler_bff2e06de8b6, mlpc_171d409e5f2b)
  124. Stages List(featureHasher_bbaf57858c3d, vecAssembler_d17c85b8a9c1, logreg_5b12e8063ad6)
  125. Stages List(featureHasher_349203b108d1, vecAssembler_6ad5cec244bd, pca_fdf33194ff91, numericValueToVector_94a224a7588f, normalizer_98a3f3688a22, vecAssembler_f5d5119526a5, numericValueToVector_fa37ab090ef9, minMaxScal_f89a62bedfc3, numericValueToVector_0fa082d6d562, maxAbsScal_fd15a1e4e6e6, vecAssembler_e3ddf0c03183, vecAssembler_606257e39bf6, mlpc_336abf63aefc)
  126. Stages List(featureHasher_a915b24f264c, vecAssembler_cfed359eda05, logreg_9199a6f72b02)
  127. Stages List(featureHasher_0dc356d9c35a, vecAssembler_056c9e5334d9, chiSqSelector_64e0500a2dc9, logreg_f364d8be8add)
  128. Stages List(featureHasher_9571de23116c, vecAssembler_2ea13ab62987, chiSqSelector_e00107751070, logreg_823efb02ffdd)
  129. Stages List(featureHasher_a27a9d0f0b63, vecAssembler_127e4c416f73, logreg_a643e470e9a9)
  130.  
  131. Generation: 3
  132. Stages List(featureHasher_a42b21be68e1, vecAssembler_bc9d0a706547, chiSqSelector_b2b24c5b91dd, logreg_c35e81d6ca7a)
  133. Stages List(featureHasher_4018e364eeb5, vecAssembler_2c4e0a587bc4, logreg_4584973278b6)
  134. Stages List(featureHasher_3e6aa20dd243, vecAssembler_9c7013f00df6, chiSqSelector_cf94996a8b78, logreg_62cba4944daa)
  135. Stages List(featureHasher_4394932b8946, vecAssembler_df7d253bfb8f, logreg_4792e21b3dfe)
  136. Stages List(featureHasher_66c6792d273c, vecAssembler_b9eb4f964baa, oneVsRest_877a0d5ce26d)
  137. Stages List(featureHasher_72ed55f38440, vecAssembler_512fe4526e34, chiSqSelector_99cad91afad0, logreg_75441fc0384f)
  138. Stages List(featureHasher_b01b08d5f2fb, vecAssembler_34d358b83dde, logreg_9d287868e762)
  139. Stages List(featureHasher_2491a483e114, vecAssembler_10e38f6ed9aa, chiSqSelector_ac266ac5b9ca, vecAssembler_e09034643c92, minMaxScal_c9d5cc7c73a6, nb_50238f613c4f)
  140. Stages List(featureHasher_6f737a07875c, vecAssembler_8f2483b52ad3, logreg_e3e4e8a2301d)
  141. Stages List(featureHasher_d2b1d71244da, numericValueToVector_f3846377cbd6, idf_7a1aa8818eb6, vecAssembler_2cedc346f277, featureHasher_e02869dba161, vecAssembler_604f4bd499e1, pca_0d1ada3c4068, vecAssembler_cae1df679341, vecAssembler_b310121ddbfb, dtc_eb41ecd472fe)
  142. Stages List(featureHasher_d71a599ca482, vecAssembler_fb4d17925266, chiSqSelector_4cbef072b089, logreg_ed3471af8b1e)
  143. Stages List(featureHasher_bf56c19778d0, vecAssembler_187176174dbf, logreg_c6aeb0332ce1)
  144. Stages List(featureHasher_eab6a8fb6da6, vecAssembler_e71d117cf24c, chiSqSelector_db346f631fbd, logreg_a157ddb7b141)
  145. Stages List(featureHasher_5b8952d03026, vecAssembler_a56bedf2a56b, chiSqSelector_b1171aea186e, logreg_1e17b2701be6)
  146. Stages List(featureHasher_b5c6e22b49ca, vecAssembler_f7607867c4ec, chiSqSelector_709433155add, logreg_4c3423d2cb07)
  147. Stages List(featureHasher_ba37718be3ee, vecAssembler_272514d70f71, oneVsRest_4da76cd3fc4d)
  148. Stages List(featureHasher_f38e16492c85, vecAssembler_e9f4b623c227, rfc_e25c948c9656)
  149. Stages List(featureHasher_80cc803036a0, vecAssembler_1a8b26f11aeb, chiSqSelector_e4dde6c891f0, logreg_b7bd7092143b)
  150. Stages List(featureHasher_53834a85df72, vecAssembler_fe2c1080792c, logreg_0612109c1f92)
  151. Stages List(featureHasher_78da1edcc2e0, vecAssembler_99b2cf261a85, chiSqSelector_033bb8b63c5d, logreg_dcfadd49f2fd)
  152. Stages List(featureHasher_4c1877d9703c, vecAssembler_e0c014f8ae8b, logreg_196fbdb2c753)
  153. Stages List(featureHasher_9cc23e057d66, vecAssembler_8566b90fa204, chiSqSelector_b0da5b72e53d, rfc_060eff5eea1a)
  154. Stages List(featureHasher_82cceb82b07b, vecAssembler_2c53e4bff8f0, chiSqSelector_dada35e19fdf, logreg_d1e084dfac7e)
  155. Stages List(featureHasher_f1b2c22de1b2, vecAssembler_bf439abc7ba4, chiSqSelector_4e297046e6d9, logreg_25a7e233a342)
  156. Stages List(featureHasher_49111996b9c0, vecAssembler_f35ed4ac2052, logreg_3c2f51190431)
  157. Stages List(featureHasher_23f9d5a1b94f, vecAssembler_a288f84a1ab5, dtc_293eea68f090)
  158. Stages List(featureHasher_bb55f60e520b, vecAssembler_34b5ce6c8a36, logreg_0cb8e74a384b)
  159. Stages List(featureHasher_81fa35a90cab, vecAssembler_85a16291486a, dtc_8674ddd038a2)
  160. Stages List(featureHasher_62e0154ac216, vecAssembler_5c44444b700e, logreg_a435aa6446cf)
  161. Stages List(featureHasher_b8fbf5f37f86, vecAssembler_495a1d26161c, chiSqSelector_2242a5c778b0, logreg_08b0ef9c4570)
  162.  
  163. Generation: 4
  164. Stages List(featureHasher_89f6d54100e9, vecAssembler_8ac405835fba, logreg_fb70a273aaf9)
  165. Stages List(featureHasher_2bd63e4867a9, vecAssembler_025d5a61b0bc, logreg_ad19263e89c5)
  166. Stages List(featureHasher_f1e8bbeea28b, vecAssembler_adf1831f32f7, chiSqSelector_6ebfb542a511, logreg_854290d88c1d)
  167. Stages List(featureHasher_2c840610feb5, vecAssembler_cb4cd5e0c3a4, chiSqSelector_d26ad15ba21c, logreg_77b027d87ceb)
  168. Stages List(featureHasher_64617cc94160, vecAssembler_9a2780f7a006, chiSqSelector_716009e6f876, logreg_b8039f1ebea1)
  169. Stages List(featureHasher_637c8e11baa1, vecAssembler_17fe42bc7e26, logreg_b46b67d219f1)
  170. Stages List(featureHasher_0ea79616a737, vecAssembler_027481a96d3e, dtc_a13ec9ea1746)
  171. Stages List(featureHasher_c2837f40cc7e, vecAssembler_d3e506aacfda, logreg_91c69b777abd)
  172. Stages List(featureHasher_48a4c697a24d, vecAssembler_8780feb466b3, chiSqSelector_068b310994f3, logreg_cb60666f992b)
  173. Stages List(featureHasher_70fb163e0a91, vecAssembler_aea3d418b91b, chiSqSelector_4e32dc4833b0, logreg_f3c98bf02635)
  174. Stages List(featureHasher_fdd91a006ea4, vecAssembler_59693faa53b6, rfc_602fd8377fd7)
  175. Stages List(featureHasher_0d1302d0277e, vecAssembler_1e1dde2d72d3, chiSqSelector_1fdf82f22d35, logreg_1b05714f6db5)
  176. Stages List(featureHasher_1b884547ae4c, vecAssembler_33c8a1c42323, oneVsRest_fa223f9e5da9)
  177. Stages List(featureHasher_be95d0844683, vecAssembler_ae492007a46f, logreg_3145d51b9f03)
  178. Stages List(featureHasher_5db79e5a176e, vecAssembler_3487270b8d22, chiSqSelector_866efa47bc9e, logreg_fce48a6c1439)
  179. Stages List(featureHasher_dd9998003350, vecAssembler_7fa2a1b107a9, logreg_a29821ff3141)
  180. Stages List(featureHasher_c7f77b9e2977, vecAssembler_f03811bb18bb, chiSqSelector_3a0d56e66241, logreg_3705db2d4c7b)
  181. Stages List(featureHasher_d8bab75d9bdf, vecAssembler_4941ea85c598, chiSqSelector_c48f57a74daa, logreg_91d78e964cb3)
  182. Stages List(featureHasher_638bbdbfe33d, vecAssembler_5593c3b3e2bd, chiSqSelector_e10944e40019, logreg_da0ef0b08d08)
  183. Stages List(featureHasher_43b18db8c7c4, vecAssembler_52a4550f547f, logreg_19c2d943aa9b)
  184. Stages List(featureHasher_a4ee5461e9d0, vecAssembler_1c53d1591ba0, chiSqSelector_2c405b3ff6b6, dtc_7f55aeee31a9)
  185. Stages List(featureHasher_e46f90db1b5a, vecAssembler_6a60a7c3114e, logreg_8be9a2a9a747)
  186. Stages List(featureHasher_a4bba30286d0, vecAssembler_6370d1a98220, chiSqSelector_7bc8f8c52fb5, logreg_54236562193d)
  187. Stages List(featureHasher_0b42e05cf7c2, vecAssembler_c30ac1cbbdba, chiSqSelector_99d6fa20ba90, logreg_f742aa024e69)
  188. Stages List(featureHasher_8a2f5d96ec70, vecAssembler_9aa5c6a2c3f9, logreg_6f6915aa7bc1)
  189. Stages List(featureHasher_38315f8d33ef, vecAssembler_961dd99e5c4a, logreg_4e0892b0d2e6)
  190. Stages List(featureHasher_c7fed46f21b6, vecAssembler_eedea7b0054f, chiSqSelector_84872c7f1838, logreg_390965e93125)
  191. Stages List(featureHasher_93e60880b0ff, vecAssembler_ebd496d0ed4e, chiSqSelector_ba263608bc81, logreg_003e96ef40b6)
  192. Stages List(featureHasher_5c4186c59ab2, vecAssembler_5620142eeec8, chiSqSelector_36246cf23ec8, logreg_76f59b4ed988)
  193. Stages List(featureHasher_92885f8b68ef, vecAssembler_de7e1b570585, logreg_08e255dc10d7)
  194.  
  195. Generation: 5
  196. Stages List(featureHasher_d959e498fd67, vecAssembler_9af1dc13ccc3, logreg_00ee8247c5bc)
  197. Stages List(featureHasher_59d7233b3a0d, vecAssembler_0db4e7ed56f4, chiSqSelector_6cb67a257c10, logreg_a04f9449c407)
  198. Stages List(featureHasher_afe0073bf2b2, vecAssembler_2fc2a9a59470, chiSqSelector_35e867d4df88, logreg_dfa4a4167ee2)
  199. Stages List(featureHasher_80f3b51160ee, vecAssembler_385d4d1d382e, chiSqSelector_6fabf55887a3, logreg_01dc3b915684)
  200. Stages List(featureHasher_d752d48478a4, vecAssembler_b37c05a23516, logreg_5a417817f0b3)
  201. Stages List(featureHasher_5c869fc9f17c, vecAssembler_801cdbf90340, chiSqSelector_1a9536960e33, logreg_e09ae7759f51)
  202. Stages List(featureHasher_168fc7784455, vecAssembler_0f795c50ea75, logreg_5ad9ebb4c71f)
  203. Stages List(featureHasher_66d8242b20c7, vecAssembler_31059a87be8f, logreg_5ad9865976da)
  204. Stages List(featureHasher_7a70c3ab8fb3, vecAssembler_3f3c239109d6, chiSqSelector_a30bb4a5486d, logreg_cda1aed051fa)
  205. Stages List(featureHasher_5637f2611533, vecAssembler_17e855c49703, chiSqSelector_da8ffc6ad7d7, logreg_4debd44bc8f4)
  206. Stages List(featureHasher_097f9df33726, vecAssembler_ee5837f5000c, logreg_3e2e2f69f299)
  207. Stages List(featureHasher_c10861f19b41, vecAssembler_060c4285ea62, oneVsRest_c75d3e6c06a5)
  208. Stages List(featureHasher_ef408382b79b, vecAssembler_d2da5fbfbe52, chiSqSelector_2e2788221d15, logreg_95135225e139)
  209. Stages List(featureHasher_026e74c82c14, vecAssembler_01037ad82d46, logreg_36a5bb261e19)
  210. Stages List(featureHasher_ebecc84591fa, vecAssembler_e3637e414ee5, mlpc_726826891daf)
  211. Stages List(featureHasher_aadfa7031e98, vecAssembler_cd943c9c7df9, chiSqSelector_998333838f50, logreg_95c80de53900)
  212. Stages List(featureHasher_5a5b06adc123, vecAssembler_856a0663071a, oneVsRest_a5a6c8ec07c4)
  213. Stages List(featureHasher_0be3736b1148, vecAssembler_3badf49c1a0c, chiSqSelector_eac3e446f1bb, logreg_8f9464eb744b)
  214. Stages List(featureHasher_570b8359d583, vecAssembler_e9a0cab24903, chiSqSelector_6c808f86fb3f, logreg_5c0085853df3)
  215. Stages List(featureHasher_98c3431553ba, vecAssembler_92b0f497d350, chiSqSelector_00aac5819185, logreg_3e36f681a359)
  216. Stages List(featureHasher_c92447244007, vecAssembler_db5975d5184a, logreg_1939ffaf323c)
  217. Stages List(featureHasher_700739ff9973, vecAssembler_8b62e2ced901, chiSqSelector_d74873c46b5e, logreg_599d19153698)
  218. Stages List(featureHasher_959174f7d9b7, vecAssembler_34e80e88a5e9, chiSqSelector_16f38ce02c0e, logreg_00528d38a91b)
  219. Stages List(featureHasher_84e6bd767470, vecAssembler_ac352e630632, chiSqSelector_5282256328fe, logreg_2a3cc391fcd1)
  220. Stages List(featureHasher_d8eab88f9fa7, vecAssembler_533351d3ef72, chiSqSelector_2bb145e1f958, logreg_a8bf5a115a85)
  221. Stages List(featureHasher_d2c00ccd517f, vecAssembler_aff22c168ff7, chiSqSelector_e0f6b864ab43, logreg_c7595d8b1b4e)
  222. Stages List(featureHasher_fe3a2777e2cd, vecAssembler_f1b0e8d072ad, chiSqSelector_8ef89372e80e, logreg_02d6c7328050)
  223. Stages List(featureHasher_a54ca88f72bb, vecAssembler_f1a10bfe36e2, chiSqSelector_bf5671c024c4, logreg_79e96200bde8)
  224. Stages List(featureHasher_3295d5d174fc, vecAssembler_a94319b96969, chiSqSelector_69d11896b0db, logreg_596b2a63e4ee)
  225. Stages List(featureHasher_9214bd0c022b, vecAssembler_f091dd4e3409, chiSqSelector_7d833bdb6bd4, vecAssembler_67c988e238cc, minMaxScal_06dee011ca98, nb_19c14d41703a)
  226.  
  227. Generation: 6 - using old one!
  228. Stages List(featureHasher_51743c586cc1, vecAssembler_c22df9c22f12, chiSqSelector_e451ff54b33d, logreg_05602e86862c)
  229. Stages List(featureHasher_0ae80ec8e288, vecAssembler_ae1db6ac1bd4, logreg_c1f4b25514e4)
  230. Stages List(featureHasher_f2c0140a12cd, vecAssembler_55b5d8358daf, chiSqSelector_07b2d9cfdbad, logreg_b35e7dffcb11)
  231. Stages List(featureHasher_61577b7e5616, vecAssembler_b2feac90aa46, chiSqSelector_e29f158e7679, logreg_c23a89d06a3a)
  232. Stages List(featureHasher_c312f8145946, vecAssembler_b14e1e722c47, logreg_cb58fcbef5b1)
  233. Stages List(featureHasher_d567a33fe9bb, vecAssembler_3c274e6a47ed, logreg_bd53fb71b3b1)
  234. Stages List(featureHasher_c8b43033b98b, vecAssembler_9a6b8cb0f493, logreg_f4154b943c44)
  235. Stages List(featureHasher_2323940cd1be, vecAssembler_8087d40e825a, logreg_53da36bf0907)
  236. Stages List(featureHasher_7f962b62eece, vecAssembler_5abe2fedafde, chiSqSelector_4da24686a69f, oneVsRest_568967275f53)
  237. Stages List(featureHasher_6df16eb504bf, vecAssembler_2a6877c7cd75, chiSqSelector_c97baefcde15, logreg_169747d13fe5)
  238. Stages List(featureHasher_db31b01846d2, vecAssembler_dfac633df022, logreg_957708d6c80a)
  239. Stages List(featureHasher_e80cb2f8683f, vecAssembler_c8d86e4a010d, chiSqSelector_d0c977bb8e34, logreg_edfb7cbd75f7)
  240. Stages List(featureHasher_cba36c9c1bd7, vecAssembler_720c1f0d1e8d, chiSqSelector_5f6129055554, logreg_03c457b72d61)
  241. Stages List(featureHasher_c0605c4dcf0c, vecAssembler_3473c954407d, logreg_db3c6e88fd79)
  242. Stages List(featureHasher_f25e2d35ff1f, vecAssembler_0ada1e52b970, chiSqSelector_8606b7037317, logreg_716c38abc18c)
  243. Stages List(featureHasher_dc2690e10625, vecAssembler_565581d19a7c, chiSqSelector_9e7210ebd27f, logreg_06c26506aa63)
  244. Stages List(featureHasher_e7dfc6da87c6, vecAssembler_8453a037b335, logreg_a2c0c843ff38)
  245. Stages List(featureHasher_f7344ada024f, vecAssembler_2a04b837a1d5, chiSqSelector_0479524cd2d8, logreg_d51e57858073)
  246. Stages List(featureHasher_b2e882160bf7, vecAssembler_8c6003d93425, logreg_5bb9525d8871)
  247. Stages List(featureHasher_e81eaafc6f0f, vecAssembler_5185c898358b, logreg_8e2b982470b5)
  248. Stages List(featureHasher_47b95a3d8a71, vecAssembler_32a4636c9134, logreg_2bbb891acf7c)
  249. Stages List(featureHasher_e76495b8b802, vecAssembler_499a46271f10, chiSqSelector_68e5800bc212, logreg_0c1c2fe863b2)
  250. Stages List(featureHasher_09318e4c0bfe, vecAssembler_b7ac4863acb7, chiSqSelector_eda3e28e68eb, logreg_e0cbcbb0265d)
  251. Stages List(featureHasher_1a7012f052a3, vecAssembler_548d7f3fa774, logreg_1c5f635832f4)
  252. Stages List(featureHasher_ba1d61be0f65, vecAssembler_a8dc3efe75c9, chiSqSelector_3df47f93ff59, logreg_52086c36e560)
  253. Stages List(featureHasher_d91332da21b3, vecAssembler_c958f774b46a, chiSqSelector_bfa323a2a00d, logreg_30858d621df2)
  254. Stages List(featureHasher_f5c420bad50d, vecAssembler_de36607cd02e, chiSqSelector_3e2a61c982f0, logreg_ac6d7d7fa834)
  255. Stages List(featureHasher_2d0d9ead33e3, vecAssembler_ca45ba7f070c, chiSqSelector_8616bd7b99e6, logreg_b8332e52bc96)
  256. Stages List(featureHasher_03a132613a77, vecAssembler_cfb00cf93744, chiSqSelector_21c7f3aa712c, logreg_aeb7380a292c)
  257. Stages List(featureHasher_bfba093c48b1, vecAssembler_69cff4a04e0d, logreg_37bcd6f4b4d0)
  258.  
  259. Generation: 7 - using old one!
  260. Stages List(featureHasher_640a155fe307, vecAssembler_db230d15fb8b, chiSqSelector_b5fee3037030, logreg_59e4edd66bf2)
  261. Stages List(featureHasher_2f4dd0ddb848, vecAssembler_ea14a9606e1d, chiSqSelector_9639f7b11296, logreg_59dc486ecb82)
  262. Stages List(featureHasher_9c4dd11450ae, vecAssembler_ff564484d2cf, dtc_26a7babe55cc)
  263. Stages List(featureHasher_4e5a3255a880, vecAssembler_1432a3624ae6, chiSqSelector_3d689b48780d, logreg_9cbbaacd39ed)
  264. Stages List(featureHasher_4fbe3157ebee, vecAssembler_38b15aa2473e, logreg_14ea7e8c22cf)
  265. Stages List(featureHasher_3e0b9485cc9c, vecAssembler_52fa1c5a92ca, dtc_4ff2e6f826d4)
  266. Stages List(featureHasher_8c2326ce469a, vecAssembler_b30e6f12d473, chiSqSelector_32777636d2d1, oneVsRest_b206a7995338)
  267. Stages List(featureHasher_5b16870d25de, vecAssembler_3e183bc96a84, chiSqSelector_a942eee9d98f, logreg_8348397a2117)
  268. Stages List(featureHasher_8bd7bfca1a30, vecAssembler_24fd0ac7db42, logreg_2b6ff4693206)
  269. Stages List(featureHasher_27c5bb2c847a, vecAssembler_8a17d9e38161, chiSqSelector_13489337caa1, logreg_60dc5a157343)
  270. Stages List(featureHasher_a5afb05394f3, vecAssembler_d57e9b2cb0b8, logreg_5455f5ade652)
  271. Stages List(featureHasher_116b6730417a, vecAssembler_f64197966365, chiSqSelector_579eb571e135, logreg_fc4142bc0b1c)
  272. Stages List(featureHasher_1a62a19faeee, vecAssembler_6743cc4cc701, logreg_a3d2aa44baa1)
  273. Stages List(featureHasher_6f3607995140, vecAssembler_2e0c7581279a, logreg_69070e860aee)
  274. Stages List(featureHasher_268252a053a4, vecAssembler_f2a8cb8b6b91, chiSqSelector_29e0ffc5ed59, logreg_086625001d68)
  275. Stages List(featureHasher_8bb49b4b5a33, vecAssembler_3f0cf9ead659, logreg_317123aff766)
  276. Stages List(featureHasher_2192a4a786fe, vecAssembler_72e5ececba23, oneVsRest_e9518c946bc9)
  277. Stages List(featureHasher_fe3abb35a3f7, vecAssembler_b4c4627a9598, oneVsRest_633b13bfe135)
  278. Stages List(featureHasher_42b1608b3cca, vecAssembler_affd781eafac, oneVsRest_fab7286c55cd)
  279. Stages List(featureHasher_4ff4c27b003f, vecAssembler_ef22cdfd3013, logreg_d6ebffd9d4c1)
  280. Stages List(featureHasher_86602c9a327b, vecAssembler_9fd7596d663c, chiSqSelector_d0b379fb2a8c, logreg_6957874fa1f0)
  281. Stages List(featureHasher_09c3b95ddd76, vecAssembler_45acf3e1c8de, vecAssembler_1c5b6b9c35bc, minMaxScal_aadad0e6a93e, nb_5c1d5b630687)
  282. Stages List(featureHasher_720102eac6fe, vecAssembler_88d15586081d, logreg_ffbe6c19f359)
  283. Stages List(featureHasher_7b84c50e8ac0, vecAssembler_febb1cc46535, chiSqSelector_af5d946fbc96, logreg_5ec1db84b83b)
  284. Stages List(featureHasher_af080ffa5342, vecAssembler_68886ac78ac0, logreg_a3c45f13f012)
  285. Stages List(featureHasher_67d5f6906915, vecAssembler_9b96e1d921b5, logreg_418440f4178b)
  286. Stages List(featureHasher_e407a9a56ced, vecAssembler_92ebd299a704, chiSqSelector_75d26c41762b, logreg_42a961174304)
  287. Stages List(featureHasher_6bf5cf9f713e, vecAssembler_d1a253acfb1f, logreg_e2d9ed2d6520)
  288. Stages List(featureHasher_fb7d18b7ed18, vecAssembler_6446499127f5, chiSqSelector_8aa685b4c0fd, logreg_ea622b8ac9bb)
  289. Stages List(featureHasher_edc2f41e360e, vecAssembler_52662524a259, logreg_723abb66d1d2)
  290.  
  291. Generation: 8
  292. Stages List(featureHasher_73e0b4fcb4c7, vecAssembler_0edeab149277, logreg_279342aa0ce2)
  293. Stages List(featureHasher_8ebb4296ebff, vecAssembler_75cf1e392e12, logreg_d1e3768b3171)
  294. Stages List(featureHasher_8edd527b4649, vecAssembler_24b5efe19ffa, logreg_ef1fab358a86)
  295. Stages List(featureHasher_6a6995ce6f04, vecAssembler_c99587dc43db, logreg_c1a0c36e87c7)
  296. Stages List(featureHasher_9ddf34ce2325, vecAssembler_0419aae3331e, logreg_01a1474292ef)
  297. Stages List(featureHasher_198e816f42eb, vecAssembler_508103bc9a96, chiSqSelector_2847eae119ed, logreg_122c909813fc)
  298. Stages List(featureHasher_0797a5b0102c, vecAssembler_8ef0226834c0, logreg_cd9245fd83ed)
  299. Stages List(featureHasher_f7ea48a3104a, vecAssembler_a4117b7ef1e4, logreg_3d229f9d68d1)
  300. Stages List(featureHasher_bcebecdf9f85, vecAssembler_ada03006c738, logreg_0b0fb1810dda)
  301. Stages List(featureHasher_d510014b3c8d, vecAssembler_0f975b569b8f, logreg_99e8a633daa9)
  302. Stages List(featureHasher_1e25ca562a4a, vecAssembler_e502d8e3a3a0, logreg_060682c1e9a2)
  303. Stages List(featureHasher_6054eac62eb1, vecAssembler_dd65b5d714f5, logreg_e46cdc475989)
  304. Stages List(featureHasher_31221bab1707, vecAssembler_0a1c54c25c0d, chiSqSelector_841543c8e3ed, logreg_125368ca5af3)
  305. Stages List(featureHasher_263f3f6515ec, vecAssembler_0d0ecb55840f, logreg_ccf3a0aa4b7d)
  306. Stages List(featureHasher_d3e84ffe9e5a, vecAssembler_d6ddf9c849cf, logreg_15c80f6b62f3)
  307. Stages List(featureHasher_80852b4ff4d2, vecAssembler_7981427356a3, chiSqSelector_03587e1b75a7, logreg_ee726db79294)
  308. Stages List(featureHasher_6df5e10a54db, vecAssembler_dba3eb2b0338, chiSqSelector_ee10fe84d2d2, logreg_8987c67b7e6b)
  309. Stages List(featureHasher_725e0c267619, vecAssembler_0a7c727c85b7, logreg_ee48ac32cf59)
  310. Stages List(featureHasher_f6f433038454, vecAssembler_a064b0522b62, vecAssembler_73902f8d6e10, minMaxScal_8bea1cee28c5, nb_5d10a6dc8041)
  311. Stages List(featureHasher_660c5153f6e4, vecAssembler_0ce220e457ac, logreg_bd4c3dd3b8ef)
  312. Stages List(featureHasher_97c4af7ef349, vecAssembler_e5356995dcce, oneVsRest_019ed4780e15)
  313. Stages List(featureHasher_ad645d05db94, vecAssembler_b4bc77c182f6, chiSqSelector_9f1c0e8c58f1, logreg_2ee148d2a8c8)
  314. Stages List(featureHasher_5b7a630bd078, vecAssembler_aeb327fac0e3, chiSqSelector_c2f418e08390, logreg_0c001f2c8124)
  315. Stages List(featureHasher_2034bf18e5c7, vecAssembler_40aee841d9eb, chiSqSelector_af01ae141a1d, logreg_cb5da860f194)
  316. Stages List(featureHasher_fc613fdef35d, vecAssembler_91630169699e, logreg_ea8607f5c713)
  317. Stages List(featureHasher_248bd3a8716b, vecAssembler_a4646aa3a89e, chiSqSelector_1d4aa131fe62, logreg_3d0a68e13b67)
  318. Stages List(featureHasher_6a3c50836d90, vecAssembler_168448fe6005, chiSqSelector_06b97802e914, logreg_b3c2459cd016)
  319. Stages List(featureHasher_27cc53cdad3e, vecAssembler_4f643345158f, logreg_37ae10f48053)
  320. Stages List(featureHasher_229e08917d8d, vecAssembler_084eefcd407c, logreg_a3e6fe29787b)
  321. Stages List(featureHasher_28a6602511f1, vecAssembler_fe647f708c63, chiSqSelector_c3d0ea3c46ea, logreg_010af5562307)
  322.  
  323. Generation: 9
  324. Stages List(featureHasher_c9c933f0a4f7, vecAssembler_0fdeb22fa848, logreg_3f2200ad2fee)
  325. Stages List(featureHasher_3c9240a1b93f, vecAssembler_dda71640c5ab, logreg_466ac6dcb00c)
  326. Stages List(featureHasher_dc9bc562c802, vecAssembler_8968e1411a8d, logreg_fa20ee7d66fb)
  327. Stages List(featureHasher_3270310866e9, vecAssembler_2cf92c42a0a4, chiSqSelector_b0236a0c7222, logreg_46e6bbef2127)
  328. Stages List(featureHasher_6f5370152213, vecAssembler_96c972e28d1a, logreg_b41a87966cdf)
  329. Stages List(featureHasher_d381fd008903, vecAssembler_46cdec7cd67a, logreg_b50b01a569cf)
  330. Stages List(featureHasher_3847f2cd9ad3, vecAssembler_4b165444f315, chiSqSelector_a0cf4f355ac1, rfc_4a4c3346be75)
  331. Stages List(featureHasher_168a2b2d9c4e, vecAssembler_af0d69b9aa58, mlpc_c8e80236f7c1)
  332. Stages List(featureHasher_d86599fad410, vecAssembler_914f3fdfb8c2, chiSqSelector_4d072e8f5cdb, logreg_3ae78b79fe95)
  333. Stages List(featureHasher_2ff1544fe227, vecAssembler_566f53f86b13, chiSqSelector_67b638142874, logreg_b339815e720e)
  334. Stages List(featureHasher_9674459927de, vecAssembler_1c9fa02fe8e3, chiSqSelector_95217c66e079, vecAssembler_6d6d9a5cc5f3, minMaxScal_eeb4fe229a31, nb_7e13cf367f32)
  335. Stages List(featureHasher_16dc52b077d2, vecAssembler_f7c3a012eba8, oneVsRest_a37c7dc1714e)
  336. Stages List(featureHasher_ae869b051eba, vecAssembler_120579960143, logreg_6c18d8f2b02e)
  337. Stages List(featureHasher_d4012ef82649, vecAssembler_2f9c729d0c6c, logreg_274336fcb237)
  338. Stages List(featureHasher_0cc2d3b297e4, vecAssembler_d1b3fd5fc383, chiSqSelector_842200179a96, logreg_b173b56043f8)
  339. Stages List(featureHasher_f86016c0d79a, vecAssembler_27fe41236370, rfc_d6c96cd94f20)
  340. Stages List(featureHasher_229b0cd22483, vecAssembler_fa8008e8ae3d, logreg_86ba2b80667b)
  341. Stages List(featureHasher_fdf6ebffa7db, vecAssembler_45b996e614ef, logreg_6bb681cc361a)
  342. Stages List(featureHasher_86e5a0e98a67, vecAssembler_8375db90d3ad, logreg_43ffba6e56b1)
  343. Stages List(featureHasher_defe2625dbe6, vecAssembler_54fa5af64aa0, chiSqSelector_44aa736b1e61, logreg_4b8e9e0e0ddb)
  344. Stages List(featureHasher_3dd79437376f, vecAssembler_b318b12581a4, chiSqSelector_42ee34af17d6, logreg_003c0095c5e0)
  345. Stages List(featureHasher_5defd2796190, vecAssembler_c189cb5af3cb, logreg_2a4694fc02a4)
  346. Stages List(featureHasher_cc4fd2c6d16e, vecAssembler_90257a79a3d9, chiSqSelector_ea98bb99ce78, logreg_aa40cd3faa48)
  347. Stages List(featureHasher_bb9bde356049, vecAssembler_f8abc7d86047, logreg_a532c6ef09ff)
  348. Stages List(featureHasher_ed321c51ba86, vecAssembler_6278d33ee9bf, chiSqSelector_e227611ba2a5, logreg_2242548897c9)
  349. Stages List(featureHasher_a747e24b90ba, vecAssembler_d00bb3d3f892, logreg_f049fe0d7dc7)
  350. Stages List(featureHasher_f882f99ed674, vecAssembler_0ef2405a0bdd, logreg_8de59427c26f)
  351. Stages List(featureHasher_965cb2b498cf, vecAssembler_3e2bff197cef, chiSqSelector_3393331892f1, oneVsRest_71c8d3654d3b)
  352. Stages List(featureHasher_67ef5fb1b38a, vecAssembler_574606cb2e00, chiSqSelector_a2a786cabc19, logreg_872f8cc7390f)
  353. Stages List(featureHasher_d0dafc7b3b51, vecAssembler_5775f790a880, vecAssembler_18c141b9cf63, minMaxScal_e23bfcdbb8b7, nb_9a2a4d01deba)
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