Decision Tree, Entropy, Information Gain, Gini Index.
large and hence evaluating every branch can be computationally expensive. An important post pruning technique is Cost complexity pruning (ccp) which provides a more efficient solution in this regard. CCP is a complex and advanced technique which is parametrized by the parameter α in Scikit Learn