Skip to main content

Table 4 Hyperparameters for Optimal Model Performance

From: Conceptualisation of Cyberattack prediction with deep learning

HyperparameterExperimented ValuesSelected Configuration
Number of hidden dense layers1 to 103
Neurons per layer100 to 1000750, 500, 250
Number of epochs10 to 500500
Batch Size32, 64, 12864
Learning Rate (lr)0.0001, 0.01, 0.1, 0.2, 0.30.01, 0.1