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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%