Research Article
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 |
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