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Machine Learning Resources

What are the advantages and disadvantages of using a Decision Tree? 

Advantages:

  • Simple and highly intuitive interpretation
  • Can handle both numeric and categorical data with little pre-processing
  • Can learn a non-linear decision boundary

Disadvantages:

  • Prone to overfitting

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