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Table 2 Detection accuracy comparisons with 19 features

From: Intelligent feature selection and classification techniques for intrusion detection in networks: a survey

Exp. No. SVM IAEMSVM IREMSVM
Probe DoS Others Probe DoS Others Probe DoS Others
1 91.53 92.30 60.73 99.58 99.69 71.52 99.78 99.79 71.71
2 90.78 91.45 61.10 99.41 99.27 69.32 99.51 99.38 69.41
3 90.67 92.70 60.92 99.58 99.49 74.12 99.67 99.58 74.22
4 91.29 91.68 61.20 99.30 99.24 73.13 99.34 99.32 73.25
5 91.23 92.90 62.43 99.38 99.22 71.87 99.31 99.32 71.91