A decision tree is a machine learning technique that can be used for binary classification or multi-class classification. A binary classification problem is one where the goal is to predict the value ...

The two most important aspects of decision tree regression are understanding how to use the tree to make a prediction, and how to create the tree from the training data. Figure 2 shows a small ...