Machine Learning, Deep Learning, Decision Tree, Random Forest, Entropy.
Gain favors lesser distributions having small count with multiple specific values. The method of the Gini Index is used by CART algorithms, in contrast to it, Information Gain is used in ID3, C4.5 algorithms. Gini index operates on the categorical target variables in terms of “success” or “failure”