Decision Trees are one of the most intuitive models in the world of perplexing and obscure ML models. This is because of the similarity in the human decision making process and a decision tree. A decision tree can be visualized and we can actually see how a computer arrived at a decision, which is rather difficult in case of other models. Hence, it is also called as a white box model. The purpose of this post is to explore some of the intuition behind building a stand alone decision tree and ...
