Machine Learning, AI, ML, Decision Trees, Probability.
accompanying video. Shannon entropy and information gain Classes of different sizes? No problem: We can take weighted averages In the previous sections we learned how to perform the best possible split by minimizing average Gini impurity index or entropy. However, imagine that you have a dataset