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

• Main Authors: Noor Suhana, Sulaiman, Rohani, Abu Bakar
• Other Authors: Jolanta, Mizera-Pietraszko
• Format: Book Section
• Published: IOS Press 2016
• Subjects: QA76 Computer software
• Online Access: http://umpir.ump.edu.my/id/eprint/6811/; http://dx.doi.org/10.3233/978-1-61499-637-8-77
• Institution: Universiti Malaysia Pahang

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...