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Feb 22nd, 2018
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  1. --------------------------------------
  2. gaussian
  3. noise_percentage = % 0
  4. size_percentage = % 25
  5. accuracy = 0.807
  6. f1_score = 0.809
  7. -----------------------------------------
  8. noise_percentage = % 0
  9. size_percentage = % 50
  10. accuracy = 0.802
  11. f1_score = 0.804
  12. -----------------------------------------
  13. noise_percentage = % 0
  14. size_percentage = % 75
  15. accuracy = 0.807
  16. f1_score = 0.808
  17. -----------------------------------------
  18. noise_percentage = % 0
  19. size_percentage = % 100
  20. accuracy = 0.807
  21. f1_score = 0.809
  22. -----------------------------------------
  23. noise_percentage = % 5
  24. size_percentage = % 25
  25. accuracy = 0.781
  26. f1_score = 0.782
  27. -----------------------------------------
  28. noise_percentage = % 5
  29. size_percentage = % 50
  30. accuracy = 0.771
  31. f1_score = 0.773
  32. -----------------------------------------
  33. noise_percentage = % 5
  34. size_percentage = % 75
  35. accuracy = 0.773
  36. f1_score = 0.775
  37. -----------------------------------------
  38. noise_percentage = % 5
  39. size_percentage = % 100
  40. accuracy = 0.775
  41. f1_score = 0.777
  42. -----------------------------------------
  43. noise_percentage = % 10
  44. size_percentage = % 25
  45. accuracy = 0.745
  46. f1_score = 0.746
  47. -----------------------------------------
  48. noise_percentage = % 10
  49. size_percentage = % 50
  50. accuracy = 0.738
  51. f1_score = 0.740
  52. -----------------------------------------
  53. noise_percentage = % 10
  54. size_percentage = % 75
  55. accuracy = 0.744
  56. f1_score = 0.746
  57. -----------------------------------------
  58. noise_percentage = % 10
  59. size_percentage = % 100
  60. accuracy = 0.741
  61. f1_score = 0.742
  62. -----------------------------------------
  63. noise_percentage = % 15
  64. size_percentage = % 25
  65. accuracy = 0.707
  66. f1_score = 0.708
  67. -----------------------------------------
  68. noise_percentage = % 15
  69. size_percentage = % 50
  70. accuracy = 0.709
  71. f1_score = 0.710
  72. -----------------------------------------
  73. noise_percentage = % 15
  74. size_percentage = % 75
  75. accuracy = 0.711
  76. f1_score = 0.712
  77. -----------------------------------------
  78. noise_percentage = % 15
  79. size_percentage = % 100
  80. accuracy = 0.712
  81. f1_score = 0.713
  82. -----------------------------------------
  83. noise_percentage = % 20
  84. size_percentage = % 25
  85. accuracy = 0.680
  86. f1_score = 0.681
  87. -----------------------------------------
  88. noise_percentage = % 20
  89. size_percentage = % 50
  90. accuracy = 0.670
  91. f1_score = 0.671
  92. -----------------------------------------
  93. noise_percentage = % 20
  94. size_percentage = % 75
  95. accuracy = 0.680
  96. f1_score = 0.681
  97. -----------------------------------------
  98. noise_percentage = % 20
  99. size_percentage = % 100
  100. accuracy = 0.683
  101. f1_score = 0.684
  102. -----------------------------------------
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