Implementation

 

Training:

  • Compute Gram matrix Gij = yiyjK(qi; qj)
  • Solve QP to get a
  • Compute intercept c by using complementarity or duality

Classification:

  • Compute ki = K(q, qi) for support vectors qi
  • Compute f = ci aikiyi
  • Test sign(f)

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