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Jan 22nd, 2018
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  1. a b c d e f g <-- classified as
  2. 124 0 0 0 1 0 0 | a = brickface
  3. 0 110 0 0 0 0 0 | b = sky
  4. 1 0 119 0 2 0 0 | c = foliage
  5. 1 0 0 107 2 0 0 | d = cement
  6. 1 0 12 7 105 0 1 | e = window
  7. 0 0 0 0 0 94 0 | f = path
  8. 0 0 1 0 0 2 120 | g = grass
  9.  
  10. a b c d e f g <-- classified as
  11. 202 0 0 0 3 0 0 | a = brickface
  12. 0 220 0 0 0 0 0 | b = sky
  13. 0 0 198 0 10 0 0 | c = foliage
  14. 0 0 1 202 16 1 0 | d = cement
  15. 2 0 11 2 189 0 0 | e = window
  16. 0 0 0 2 0 234 0 | f = path
  17. 0 0 0 0 0 0 207 | g = grass
  18.  
  19. a b <-- classified as
  20. 1000 20 | a = class1
  21. 10 10 | b = class2
  22.  
  23. a b c d e f g <-- classified as
  24. 124 0 0 0 1 0 0 | a = brickface
  25. ...
  26.  
  27. Accuracy = (124+110+119+107+105+94+120)/(124+0+0+0+1+0+0+0+110+0+0+0+0+0+1+0+119+0+2+0+0+1+0+0+107+2+0+0+1+0+12+7+105+0+1+0+0+0+0+0+94+0+0+0+1+0+0+2+120)
  28. Accuracy = 779/810 = 0.961728
  29.  
  30. Accuracy = (202+220+198+202+189+234+207)/(202+0+0+0+3+0+0+0+220+0+0+0+0+0+0+0+198+0+10+0+0+0+0+1+202+16+1+0+2+0+11+2+189+0+0+0+0+0+2+0+234+0+0+0+0+0+0+0+207)
  31. Accuracy = 1452/1500 = 0.968
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