Using Classification algorithm - Binary Logistic Regression, we have solved the problem for predicting Bad Credit.
A decision tree is a diagram or chart that helps determine a course of action or show a statistical probability. ... The furthest branches on the tree represent the end results of a certain decision pathway and are called the "leaves". People use decision trees to clarify, map out, and find an answer to a complex problem.
Example: