Decision trees are the most popular data mining technique, for many reasons. Decision trees are easy to understand and easy to use, by analysts as well as executives. They also show a high predictive accuracy. Decision trees select the most relevant variables automatically out of all the available variables for decision making. Decision trees are tolerant of data quality issues and do not require much data preparation from the users. Even non-linear relationships can be handled well by decision trees.
