Decision Tree, Entropy, Information Gain, Gini Index.
combinations that are seen in the training data, and the tree will not be able to classify attribute combinations not seen in the training data. There are several ways we can prevent the decision tree from becoming too unwieldy: 3 broad approaches to avoiding overfitting are distinguished: Pre