Math, Statistics, Data Science, Information Theory, Decision Tree.
famous Iris flower dataset and two features were selected, the petal width, first with 0.8 cm as a threshold and then 1.75 cm. Setting aside how these specific features are selected, why use the ≤ 0.8 first? With the information gain calculation we described, we can provide an answer. We will call