Churn Prediction with Decision Tree

Decision Tree

A decision tree is a tree-based algorithm that can be used for classification and regression problems. In a decision tree, the dataset is transformed into a tree-like structure of conditional control statements, and predictions are made by following the conditional steps of the tree to the leaf node.

Let’s consider a hypothetical scenario where we try to estimate customer churn based on three features: gender, marital status, and internet service. We can form a decision tree ...