Table 6 Comparison between the decision tree and the proposed model
From: Network intrusion detection based on multi-domain data and ensemble-bidirectional LSTM
Models | VPN (%) | Non-VPN (%) | ||
|---|---|---|---|---|
Precision | Recall | Precision | Recall | |
Decision tree | 89.0 | 92 | 91.6 | 87.8 |
Proposed model | 99.3 | 99.5 | 99.7 | 98.6 |
Performance improvement |  + 10.9 |  + 6.8 |  + 9.3 |  + 10.0 |