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This book covers one of the main technique of mining the data that is decision tree, it contains brief knowledge about decision tree, how decision tree cab be built using different methods, this also contains improved methods of decision tree construction. Its basically a survey of different algorithm that is used for constructing the decision tree. this book can help the readers in their research work.