DIFFERENCES FROM BAYESIAN DT PRESENTATION

• Bayesian decision tree presentation

  
  

  • The decision trees are based on statistical methods that use prior probabilities

    
    

  • Results of pruning and smoothing are not investigated

    
    

• Information theory based decision tree presentation

  
  

  • Emphasis on the theory and mathematics behind decision tree construction

    
    

  • Decision trees are based on information theoretic approaches

    
    

  • A detailed discussion of pruning is presented