Classification trees are one of the CART techniques. The main distinction from regression trees (another CART technique) is that the dependent variable is categorical. One of the oldest methods for classification trees is CHAID .

Also see: Classification and regression trees (CART) , CHAID , this chapter in XLMiner book

And the short course Introduction to Data Mining