White Box Models

C4.5 Algorithm

Improvement of the ID3 algorithm that uses the information gain ratio to avoid bias towards attributes with many values, and handles continuous attributes and missing values. C4.5 generates optimized decision trees while preserving complete interpretability of the decision process.

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