entropy

In machine learning, decision trees are some of the most popular algorithms enabling machine learning engineers and data scientists to solve complex problems. At the heart of this algorithm lies the concept of impurity measures, such as Gini impurity and entropy, which serve as guiding lights in the decision-making process. By examining the distribution of … Read more