Table 8 Hyperparameter tuning results.

From: Securing IoT networks: a machine learning approach for detecting unusual traffic patterns

Hyperparameter

Tested values

Learning Rate

0.01, 0.05, 0.1, 0.2, 0.3

Batch Size

32, 64, 128, 256, 512

Number of Epochs

10, 50, 100, 150, 200