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EURASIP Journal on Wireless Communications and Networking

Table 2 Comparison of classification rate with previous classifiers (Iris data)

From: Entropy clustering-based granular classifiers for network intrusion detection

Classifier

TR

TE

MLP [21]

–

66.4

KN N[22]

–

94.6

TS-KN N[22]

–

96.7

PF C[23]

–

93.3

SV M[24]

 

95.6

Our classifier (rule = 5)

98.42 ± 0.62

98.25 ± 0.21

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