Table 4 Performance comparison of the proposed model with the method presented in [20] in terms of F1-score, Recall, Precision, FPR, and Accuracy
From: Practical autoencoder based anomaly detection by using vector reconstruction error
Class | F1-score | Recall | Precision | Accuracy | FPR | Method |
|---|---|---|---|---|---|---|
Normal | 95 | 100 | 90 | 97 | 4 | DAE |
100 | 100 | 100 | 100 | 0 | Our proposed method |