Difference Between ID3 and C4.5 ALGORITHM

What is the Difference Between ID3 and C4.5 ALGORITHM?

Algorithm Splitting Criteria of algorithm Attribute types Managed by algorithm Pruning Strategy

of algorithm

Outlier Detection Missing values Invented By
C4.5 Gain Ratio Manages both Categorical and Numeric value Error Based pruning is used Error Based pruning is used Manages missing values. developed by Ross Quinlan
ID3 Information Gain Manages only Categorical value No pruning is done No pruning is done Do not Manages missing values.  invented by Ross Quinlan
CART Towing Criteria Manages both Categorical and Numeric value Cost-Complexity pruning is used Cost-Complexity pruning is used Manages missing values. first published by Leo Breiman in 1984

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