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Gini Index In Decision Tree.
What Is Gini Index? Table Of Contents: Introduction To Gini Index. Formula & Calculation. Gini Index In Decision Tree. Properties Of Gini Index. Weighted Gini Index. Gini Index Vs Entropy. Splitting Criteria and Gini Index. Advantages and Limitation Of Gini Index. Practical Implementation. Real-World Examples Advanced Topics (1) Introduction To Gini Index. Definition Of Gini Index In the context of decision trees, the Gini Index is a metric used to evaluate the purity of a split or node. It quantifies the probability of incorrectly classifying a randomly chosen element from the dataset if it were labeled randomly according to the
