Design and Analysis of Multilayered Neural Network-Based Intrusion Detection System in the Internet of Things Network

Table 3

Performance metrics for the transport layer IDS classifier.

Iteration	Accuracy	Precision	Recall	F-score
1	94.5	0.9872	0.9956	0.0021
2	96.2	0.9876	0.9962	0.0058
3	96.8	0.9861	0.9958	0.0002
4	97.1	0.9962	0.9967	0.0046
5	97.4	0.8921	0.9972	0.0124
6	97.6	0.9246	0.9964	0.0088
7	98.4	0.9468	0.9968	0.0264
8	98.2	0.9968	0.9975	0.0002
9	98.1	0.9979	0.9982	0.0042
10	97.6	0.9984	0.9978	0.0068