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Aug 5th, 2015
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  1. w = (0,0.1953125)
  2. b = 0
  3. Separation line is (-1,0) ... (1,0)
  4. upper boundary line is (-1,5.12) ... (1,5.12)
  5. lower boundary line is (-1,-5.12) ... (1,-5.12)
  6.  
  7. w = (-0.00465029761904762,0.186011904761905)
  8. b = -0.813988095238095
  9. Separation line is (-1,4.351) ... (1,4.401)
  10. upper boundary line is (-1,9.727) ... (1,9.777)
  11. lower boundary line is (-1,-1.025) ... (1,-0.975)
  12.  
  13. w = (-0.00465029761904762,0.186011904761905)
  14. b = 4.33680868994202e-18
  15. Separation line is (-1,-0.025) ... (1,0.025)
  16. upper boundary line is (-1,5.351) ... (1,5.401)
  17. lower boundary line is (-1,-5.401) ... (1,-5.351)
  18.  
  19. svm_type c_svc
  20. kernel_type linear
  21. nr_class 2
  22. total_sv 121
  23. rho 0.813988 <<<----- this is -b
  24. label 1 -1
  25. nr_sv 21 100
  26. SV
  27. 0.004650297619047617 1:0 2:1
  28. [...]
  29.  
  30. solver_type L2R_L1LOSS_SVC_DUAL
  31. nr_class 2
  32. label 1 -1
  33. nr_feature 2
  34. bias 1
  35. w
  36. -0.004650297619047617 <<- X-coordinate of w
  37. 0.1860119047619047 <<- Y coordinate of w
  38. -4.683753385137379e-17 <<- this is b --> almost 0 as expected
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