What are the advantages of logistic regression over decision trees? originally appeared on Quora: the place to gain and share knowledge, empowering people to learn from others and better ...

The definition of IG(S 1,S 2) depends on the impurity function I(S), which measures class mixing in a subset.For classification trees, a common impurity metric is the Gini index, I g (S) = ∑p i ...

Regression trees facilitated insights into the significance of uncertain factors and decision variables combinations on system performance. Additionally, they create highly interpretable framework ...