What is the Difference Between ID3 and C4.5 ALGORITHM?
|Algorithm||Splitting Criteria of algorithm||Attribute types Managed by algorithm||Pruning Strategy
|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|