Churn Prediction with Decision Tree
Explore how to apply decision tree algorithms to predict customer churn by analyzing features like gender, marital status, and internet service. Learn to split data, train the model, predict outcomes, and evaluate accuracy and recall using Python's scikit-learn library.
We'll cover the following...
We'll cover the following...
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 ...