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Gini Index In Decision Tree.
GINI Index In Decision Tree Table Of Contents: What Is the GINI Index? Interpreting GINI Index. Example Of GINI Index. What Is the GINI Coefficient? (1) What Is GINI Index? The Gini index, also known as the Gini impurity, is a measure used in decision tree algorithms to quantify the impurity or randomness of a set of examples within a particular node. It is an alternative criterion, alongside entropy, for determining the best feature to split the data. The Gini index is calculated based on the distribution of class labels within a node. It measures the probability of incorrectly classifying
