Decision Tree, Entropy, Information Gain, Gini Index.
equation and approach in James et al(2014). |T|: is the no. of terminal nodes in the tree T Now let’s see what the equation is doing. We are essentially minimizing cost or loss given by (yi -yˆRm) across all terminal nodes. Now α is a term that multiplies the total number terminal nodes in the