ML VISUAL LAB / ML Methods
Decision Tree
Intuition
Prepare a dataset, run training, then compare data boundaries with tree rules and Gini calculations.
Core Formula
Gain = Gini(parent) - sum w_i Gini(child_i)
When to use it?
Transparent models that can be translated into human-readable rules.