Decision Tree, Entropy, Information Gain, Gini Index.
overview at pre and post pruning techniques here. Ensemble techniques such as Random Forest require more explanation and hence will be tackled in a separate article. Pruning Pre pruning The pre-pruning technique refers to the early stopping of the growth of the decision tree. The pre-pruning