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Table 1 List of the parameter of the OGA

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

OGA parameters
Number of generations100
Number of individuals20
Crossover rate0.4
Mutation rate0.1
a1Number of input variables2~10
Number of clusters (rules)2~10
b1Value of w[0.5*w0,1.5*w0]
c1Value of b[0.5*b0,1.5*b0]
  1. *a1If the number of input variables in dataset smaller than 10, then we use the number of all input variables
  2. *b1, c1 w0 and b0 are the results obtained by the original SVM