Computer Science
7 years ago

ID3 Decision Tree Algorithm Boosts Accuracy and Simplifies Structure Dramatically

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The analysis and optimization of decision tree based on ID3 algorithm
He Zhang, Runjing Zhou

Paper Summary

The article discusses how decision trees are used in pattern recognition and data mining. The researchers analyzed data to find the best attributes for classification. They found that the ID3 decision tree had higher accuracy than other algorithms, but was more complex. They simplified the tree structure to improve efficiency without sacrificing accuracy.

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