Tag - Trees

A Guide to Decision Trees for Machine Learning and Data Science

What makes decision trees special in the realm of ML models is really their clarity of information representation. The “knowledge” learned by a decision tree through training is directly formulated into a hierarchical structure. comments By George Se...

Random Forests(r), Explained

Random Forest, one of the most popular and powerful ensemble method used today in Machine Learning. This post is an introduction to such algorithm and provides a brief overview of its inner workings. By Ilan Reinstein, KDnuggets. In this post, we wil...