Table 5 Table of parameters of the proposed model
From: Intrusion detection systems using long short-term memory (LSTM)
Parameter | Binary | Multiclass |
|---|---|---|
Activation function | Sigmoid | Softmax |
Loss function | Binary crossentropy | Sparse categorical crossentropy |
Optimizer | Adam | Adam |
Learning rate | 0.002 | 0.002 |
Epsilon | 1e-08 | 1e-08 |
Schedule decay | 0.004 | 0.004 |
Epochs | 50 | 50 |
Dropout | 0.1 | 0.1 |