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New algorithm revolutionizes decision tree classification for improved accuracy and simplicity.
A new decision tree algorithm was developed using rough set theory to improve classification quality. The algorithm creates rules based on core attributes and object relationships, simplifying the decision tree construction process. Compared to the ID3 algorithm, the new algorithm produces a higher quality of classification rules.