Decision Tree, Entropy, Information Gain, Gini Index.
variable and calculate the entropy of the split. We then calculate the average entropy for the Working status split as a weighted average with weights of the share of observations from the total number of observations that fall in each sub node. Information Gain = Entropy_Parent — Entropy_child =