How Decision Trees Choose Split Points Using Gini Impurity vs Entropy
Decision trees stand as one of the most intuitive and widely-used machine learning algorithms, making complex decisions through a series of simple yes-or-no questions. At the heart of every decision tree lies a critical challenge: how to determine the best way to split data at each node. This seemingly simple question has profound implications for … Read more