Many businesses struggle to make the right decisions, even with having experts in different fields, despite business goals and objectives. With the massive database, it is often difficult to classify and make accurate decisions with predictive analytics. Therefore, decision trees are one of the most sought-after algorithms for effectively making critical decisions. It does not mean that the algorithms are complicated, but they are understandable to others..