A Group Incremental Approach to Feature Selection Applying Rough Set Technique

A Group Incremental Approach to Feature Selection Applying Rough Set Technique

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A Group Incremental Approach to Feature Selection Applying Rough Set Technique

Abstract?A Group Incremental Approach to Feature Selection Applying Rough Set Technique .Many real data increase dynamically < Final Year Projects > in size. This phenomenon occurs in several fields including economics, population studies, and medical research. As an effective and efficient mechanism to deal with such data, incremental technique has been proposed in the literature and attracted much attention, which stimulates the result in this paper.When a group of objects are added to a decision table, we first introduce incremental mechanisms for three representative information entropies and then develop a group incremental rough feature selection algorithm based on information entropy.When multiple objects are added to a decision table,the algorithm aims to find the new feature subset in a much shorter time.

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