An Unsupervised Learning-Based Network Threat Situation Assessment Model for Internet of Things

Table 3

The convergence of different optimization algorithms.

Optimization algorithms	Iterations	Time (s)	RMSE
GD	220	350	0.35
NM	210	370	0.37
GN	200	320	0.32
LM	240	340	0.08