How Random Forest Algorithm Works in Machine Learning

This is one of the best introductions to Random Forest algorithm. The author introduces the algorithm with a real-life story and then provides applications in four different fields to help beginners learn and know more about this algorithm.

To begin the article, the author highlights one advantage of Random Forest algorithm that excites him: that it can be used for both classification and regression problems. (Random Forest algorithm also have the other advantages, which will be shown at the end of the article). The author chose a…