Intrusion Detection on Network traffic log (test)
84.15AccuracyGRU-SVM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GRU-SVMEpochs=5, Batch Size=256, Cell Size=256, Dropout Rate=0.85, Learning Rate=1e-5, SVM C=0.52017.09 | 84.15 | 129.62 | 1.37 | 192,635 | 140,535 | |
| GRU-SoftmaxEpochs=5, Batch Size=256, Cell Size=256, Dropout Rate=0.8, Learning Rate=1e-62017.09 | 70.75 | 0.6252 | 1.67 | 32,255 | 582,105 |