Decision Tree, Entropy, Information Gain, Gini Index.
nodes. Hence it it may not be the best method to extrapolate the results of the model to unseen cases. 5. Decision tree learners create biased trees if some classes dominate. It is required to balance the dataset prior to fitting with the decision tree. So, that’s it for Decision Trees form start