Machine Learning, NLP, Information Technology, Data, AI.
there’s a good chance that it contributes, at least in part, to a gain also in , which is what we really want. As the information gain becomes less and less significant as the tree grows, the hope of increasing diminishes and instead all we get is overfitting to the data. Hence, it is better to