Computer Science
8 years ago

New algorithm revolutionizes classification with rough set theory and entropy!

A new classification algorithm based on rough set and entropy
Jing Yang, Hao Wang, Xuegang Hu, Zhonghui Hu

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A new classification algorithm called RSE combines rough set theory and entropy to create rules for sorting data based on attributes. It focuses on discrete values and selects attributes that provide the most information. By using rough set theory, the algorithm groups data into classes based on these attributes. From these classes, classification rules are extracted. The RSE algorithm has been shown to be effective compared to the ID3 algorithm.