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Feb 22nd, 2018
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  1. noise_percentage = % 0
  2. size_percentage = % 25
  3. accuracy: 0.88 (+/- 0.05)
  4. -----------------------------------------
  5. noise_percentage = % 0
  6. size_percentage = % 50
  7. accuracy: 0.87 (+/- 0.05)
  8. -----------------------------------------
  9. noise_percentage = % 0
  10. size_percentage = % 75
  11. accuracy: 0.88 (+/- 0.05)
  12. -----------------------------------------
  13. noise_percentage = % 0
  14. size_percentage = % 100
  15. accuracy: 0.90 (+/- 0.02)
  16. -----------------------------------------
  17. noise_percentage = % 5
  18. size_percentage = % 25
  19. accuracy: 0.84 (+/- 0.08)
  20. -----------------------------------------
  21. noise_percentage = % 5
  22. size_percentage = % 50
  23. accuracy: 0.82 (+/- 0.09)
  24. -----------------------------------------
  25. noise_percentage = % 5
  26. size_percentage = % 75
  27. accuracy: 0.81 (+/- 0.13)
  28. -----------------------------------------
  29. noise_percentage = % 5
  30. size_percentage = % 100
  31. accuracy: 0.84 (+/- 0.11)
  32. -----------------------------------------
  33. noise_percentage = % 10
  34. size_percentage = % 25
  35. accuracy: 0.75 (+/- 0.22)
  36. -----------------------------------------
  37. noise_percentage = % 10
  38. size_percentage = % 50
  39. accuracy: 0.75 (+/- 0.20)
  40. -----------------------------------------
  41. noise_percentage = % 10
  42. size_percentage = % 75
  43. accuracy: 0.75 (+/- 0.22)
  44. -----------------------------------------
  45. noise_percentage = % 10
  46. size_percentage = % 100
  47. accuracy: 0.77 (+/- 0.18)
  48. -----------------------------------------
  49. noise_percentage = % 15
  50. size_percentage = % 25
  51. accuracy: 0.71 (+/- 0.24)
  52. -----------------------------------------
  53. noise_percentage = % 15
  54. size_percentage = % 50
  55. accuracy: 0.70 (+/- 0.27)
  56. -----------------------------------------
  57. noise_percentage = % 15
  58. size_percentage = % 75
  59. accuracy: 0.70 (+/- 0.29)
  60. -----------------------------------------
  61. noise_percentage = % 15
  62. size_percentage = % 100
  63. accuracy: 0.71 (+/- 0.27)
  64. -----------------------------------------
  65. noise_percentage = % 20
  66. size_percentage = % 25
  67. accuracy: 0.65 (+/- 0.30)
  68. -----------------------------------------
  69. noise_percentage = % 20
  70. size_percentage = % 50
  71. accuracy: 0.64 (+/- 0.24)
  72. -----------------------------------------
  73. noise_percentage = % 20
  74. size_percentage = % 75
  75. accuracy: 0.65 (+/- 0.29)
  76. -----------------------------------------
  77. noise_percentage = % 20
  78. size_percentage = % 100
  79. accuracy: 0.65 (+/- 0.28)
  80. -----------------------------------------
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