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Table 14 Detailed accuracy for C4.5 Decision tree classifier with different feature sets

From: Survey of intrusion detection systems: techniques, datasets and challenges

Filter techniques # of features Accuracy Time
Full set 41 99.55 2.76 Sec
Info Gain 13 99.64 0.84 Sec
Gain ratio 13 99.64 1.31 Sec
Chi-squared 13 99.65 0.92 Sec
Relief 13 99 0.93 Sec