decision trees

Decision trees have been around for several decades as a form of machine learning to mainly classify data. From my own experiences at school and Axis, I saw decision trees as simpler and more explainable when compared to neural networks, but also with less potential. However, it seems that they are used a lot in data mining, where the learning has to be done online. So here we will give a short introduction to decision trees and their online versions.