Decision Tree, Entropy, Information Gain, Gini Index.
fruitful splits down the line. Post Pruning In this technique, we allow the tree to grow to its maximum depth. Then we remove parts of the tree to prevent overfitting. We effectively consider subtrees of the full tree which are evaluated on a criteria and then removed. Hence we are effectively