Rough Set Discretization: Equal Frequency Binning, Entropy/MDL and Semi Naives Algorithms of Intrusion Detection System

Discretization of real value attributes is a vital task in data mining, particularly in the classification problem. Discretization part is also the crucial part resulting the good classification. Empirical results have shown that the quality of classification methods depends on the discretization al...

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Main Authors: Noor Suhana, Sulaiman, Rohani, Abu Bakar
其他作者: Jolanta, Mizera-Pietraszko
格式: Book Chapter
出版: IOS Press 2016
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在线阅读:http://umpir.ump.edu.my/id/eprint/6811/
http://dx.doi.org/10.3233/978-1-61499-637-8-77
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