Binary tree is one of the most important data structures in the programming world. The basic definition can be given as follows (as mentioned in one of the data structures book by Tenenbaum).

There are many other techniques for binary classification, but using a decision tree is very common and the technique is considered a fundamental machine learning skill for data scientists. There are ...