Approaches

• Memory based

  • Define a distance between samples
  • Nearest neighbor, support vector machines

• Decision surface

  • Find best partition of the space
  • CART, decision trees

• Generative models

  • Induce a model and impose a decision rule
  • Bayesian networks

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