ID3 (Iterative Dichotomiser 3)

Shannon Entropy

Mathematical measure of uncertainty or disorder in a dataset, calculated as the negative sum of probabilities multiplied by their binary logarithm, serving as the basis for calculating information gain in ID3.

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