Table 6 CNN performance.

From: Improved model for intrusion detection in the Internet of Things

Metric

Before adjustments

After adjustments

Reference46

Training Accuracy

0.7053

0.7229

–

Training Loss

0.0327

0.0300

–

Testing Accuracy

0.7063

0.7231

0.6900

Testing Loss

0.0326

0.0421

0.8500