Computer Science
6 years ago

Revolutionizing Decision-Making: New Algorithm Simplifies Models and Boosts Accuracy

DEStech Transactions on Computer Science and Engineering
Improvement and Application of Decision Tree C4.5 Algorithm
Jie Ye, Li-duo HOU

Paper Summary

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The C4.5 algorithm, a popular decision tree method, has some drawbacks like long decision-making time and large models. To address this, a new approach was developed that combines over-fitting branches early in the tree-building process. This improved algorithm simplifies models and increases accuracy. It was successfully applied to an Engineering Quality Decision Support System, providing better supervision and decision-making support.