Decision Tree, Entropy, Information Gain, Gini Index.
Online Courses. We would then select the variable that shows the highest Information Gain. The Entropy and Information Gain Calculations for the Maths Background node can be seen in the table below. Notice, we now have the Maths Background as the node that is being split, hence average Entropy for