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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