The Entropy vs Gini Debate No One Tells Engineers About

I've reviewed 200+ pull requests where engineers spent hours debating criterion='gini' vs criterion='entropy' in scikit-learn's DecisionTreeClassifier. The accuracy difference? Usually less than 0.3%.