A Lightweight Flow Feature-Based IoT Device Identification Scheme

Table 3

Detailed evaluation on 3 min.

Algorithm	Accuracy	Precision	Recall	F1 score
kNN	0.912	0.912	0.913	0.912
Base	0.994	0.993	0.994	0.994
RF	0.995	0.995	0.995	0.995
ET	0.993	0.993	0.993	0.993