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Homework 05

Goal

Implement the SVM algorithm

  • Generate sampling points from 2 classes with non-linear distributions (in 2D)
  • Apply kernel functions for the classification modeling: linear kernel, Gaussian kernel or other kernels
  • Solve the problem by using QP (quadratic programming) via the active set method
  • Plot the classification results

Requirements

Bonus

  • implement other efficient QP algorithms

References