Cybersecurity

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%

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