Math, Statistics, Data Science, Information Theory, Decision Tree.
information gain from X (petal width being under or over 0.8 cm) is greater than the one from Y, and we should use it first. This makes sense intuitively, as X completely separates the setosa class from the other two, whereas using Y first gives a more entangled split. Conclusion It is hard to