Computer Science
8 years ago

New algorithm boosts accuracy and understandability of decision tree models.

1 view
Applied Mechanics and Materials
An Improved ID3 Algorithm
Ju Fang Li, Lei Jin, Xiao Xia Zhao, Chang Chang Zhang, Xue Han

Paper Summary

The ID3 algorithm, a popular decision tree method, has been improved by introducing a new approach based on attribute similarity to handle multiple values. This enhancement has shown to increase predictive accuracy and make the algorithm easier to understand.

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