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Table 7 The performance of models trained with augmented 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
eRNN 97.6% 97.8% 98.3% 98.0%
eCNN 97.3% 97.8% 97.7% 97.8%
eSVM 87.4% 86.0% 94.8% 90.2%
eRF 96.2% 96.0% 97.8% 96.9%
GCNN 97.5% 98.8% 98.8% 98.8%