How Decision Trees Split Nodes, from Loss Function Perspective

Learn how a decision tree splits nodes only to minimize its loss function

Photo by Ernest Brillo on Unsplash

When talking about decision tree node splitting, I often hear phrases such as “variance reduction” and “information gain maximization”. And I’m always terrified by them. These are not something I am comfortable with using my every day…