Computer Science
8 years ago

New algorithm creates faster, more accurate decision trees with fewer branches.

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Optimized ID3 algorithm based on attribute importance and convex function
Junhui Liu, Na Li

Paper Summary

The researchers improved the ID3 algorithm by considering the importance of attributes and simplifying the computation process using a convex function. This optimized algorithm constructs accurate decision trees faster and with fewer branches compared to the original ID3 algorithm.

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