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Bananaware

classificação qualidade r4

Bananaware
Feb 21st, 2020
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  1. melhor resultado: HOG+KNN, 73.7%
  2. KNN com raiz de n neighbours
  3. mesmos biases do anterior
  4.  
  5.  
  6. morphnet?
  7.  
  8.  
  9.  
  10. log:
  11.  
  12. _test/qualidade
  13. _test/qualidade/1
  14. _test/qualidade/1/YOLO_BP1+2+3
  15. _test/qualidade/0
  16. _test/qualidade/0/YOLO_RP1
  17. _test/qualidade/0/YOLO_RP2
  18. _test/qualidade/0/YOLO_RP3
  19. Processed 0 of 3964
  20. Processed 250 of 3964
  21. Processed 500 of 3964
  22. Processed 750 of 3964
  23. Processed 1000 of 3964
  24. Processed 1250 of 3964
  25. Processed 1500 of 3964
  26. Processed 1750 of 3964
  27. Processed 2000 of 3964
  28. Processed 2250 of 3964
  29. Processed 2500 of 3964
  30. Processed 2750 of 3964
  31. Processed 3000 of 3964
  32. Processed 3250 of 3964
  33. Processed 3500 of 3964
  34. Processed 3750 of 3964
  35. Train shape: (3964, 3, 128, 128)
  36.  
  37.  
  38. HOG
  39. ==============================
  40. KNeighborsClassifier
  41. ****Results****
  42. accuracy: 73.66%
  43. ==============================
  44. DecisionTreeClassifier
  45. ****Results****
  46. accuracy: 61.65%
  47. ==============================
  48. GaussianNB
  49. ****Results****
  50. accuracy: 71.14%
  51. ==============================
  52.  
  53.  
  54. FeatureVector-intensidades
  55. ==============================
  56. KNeighborsClassifier
  57. ****Results****
  58. accuracy: 56.31%
  59. ==============================
  60. DecisionTreeClassifier
  61. ****Results****
  62. accuracy: 55.10%
  63. ==============================
  64. GaussianNB
  65. ****Results****
  66. accuracy: 56.81%
  67.  
  68.  
  69. HistogramaHSV
  70. ==============================
  71. KNeighborsClassifier
  72. ****Results****
  73. accuracy: 61.15%
  74. ==============================
  75. DecisionTreeClassifier
  76. ****Results****
  77. accuracy: 60.14%
  78. ==============================
  79. GaussianNB
  80. ****Results****
  81. accuracy: 51.66%
  82.  
  83.  
  84. Ensemble
  85. ==============================
  86. KNeighborsClassifier
  87. ****Results****
  88. accuracy: 56.81%
  89. ==============================
  90. DecisionTreeClassifier
  91. ****Results****
  92. accuracy: 60.75%
  93. ==============================
  94. GaussianNB
  95. ****Results****
  96. accuracy: 70.43%
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