Owing to its simplicity and flexibility, the decision tree remains an important analysis tool in many real-world learning tasks. A lot of decision tree algorithms have been proposed, such as ID3, C4.5 ...

Through the use of the Discernibility Matrix in Rough Set, this paper introduced an Attribute Reduction Algorithm, based on which, a new one is put forward about the Generation of Hybrid Decision Tree ...