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Table 4 Performance measure

From: Ensemble-based multi-filter feature selection method for DDoS detection in cloud computing

Filter method No. of features Accuracy (%) Detection rate (%) False alarm rate (%) Time (s)
Full set 41 99.56 99.49 0.38 2.75
Info gain 14 99.66 99.74 0.41 0.83
Gain ratio 14 99.60 99.68 0.47 1.12
Chi-squared 14 99.66 99.74 0.41 0.92
ReliefF 14 99.08 99.02 0.87 0.93
EMFFS 13 99.67 99.76 0.42 0.78