Computer Science
5 years ago

New Algorithm Boosts Accuracy of Decision Trees, Streamlining Data Analysis

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An Improved ID3 Classification Algorithm Based On Correlation Function and Weighted Attribute
Fatima Es-Sabery, Abdellatif Haïr

Paper Summary

The ID3 decision tree algorithm has been improved by considering the connection between different attributes, not just the current condition and decision attributes. This new approach results in decision trees with fewer leaves and higher accuracy in predicting outcomes compared to the traditional ID3 algorithm.

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