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Table 6 The performance of models trained with the original sequence

From: On the combination of data augmentation method and gated convolution model for building effective and robust intrusion detection

Classfier

Accuracy

Precision

Recall

F1-score

RNN

95.8%

96.5%

96.6%

96.6%

CNN

96.9%

97.7%

97.1%

97.4%

SVM

86.9%

85.9%

94.2%

89.8%

RF

94.7%

94.6%

96.9%

95.7%