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feature_generator.yaml 1.0 KB

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  1. pay_x:
  2. columns:
  3. - PAY_0
  4. - PAY_2
  5. - PAY_3
  6. - PAY_4
  7. - PAY_5
  8. - PAY_6
  9. lower_bound: -2
  10. upper_bound: 4
  11. bill_amt:
  12. columns :
  13. - BILL_AMT1
  14. - BILL_AMT2
  15. - BILL_AMT3
  16. - BILL_AMT4
  17. - BILL_AMT5
  18. - BILL_AMT6
  19. bins:
  20. - -350000
  21. - -1
  22. - 0
  23. - 25000
  24. - 75000
  25. - 200000
  26. - 2000000
  27. lower_bound: -350000
  28. upper_bound: 2000000
  29. pay_amt:
  30. columns:
  31. - PAY_AMT1
  32. - PAY_AMT2
  33. - PAY_AMT3
  34. - PAY_AMT4
  35. - PAY_AMT5
  36. - PAY_AMT6
  37. bins:
  38. - -1
  39. - 0
  40. - 25000
  41. - 50000
  42. - 100000
  43. - 2000000
  44. lower_bound: -1
  45. upper_bound: 2000000
  46. Age:
  47. columns:
  48. - AGE
  49. bins:
  50. - 20
  51. - 25
  52. - 30
  53. - 35
  54. - 40
  55. - 50
  56. - 60
  57. - 80
  58. lower_bound: 20
  59. upper_bound: 80
  60. limit:
  61. columns:
  62. - LIMIT_BAL
  63. bins:
  64. - 5000
  65. - 50000
  66. - 100000
  67. - 150000
  68. - 200000
  69. - 300000
  70. - 400000
  71. - 500000
  72. - 1100000
  73. lower_bound: 5000
  74. upper_bound: 1100000
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