Decision Tree Test Selection Metrics

• I-GAIN (ID3)

• GINI (CART)

• GINI + Altered Priors (CART)

  • Use altered probability that an example belongs to a class
    
    
    
    
    

• Select test with minimum misclassification cost of partitions

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