Table 3 Comparison of the accuracy of different models
From: Active eavesdropping detection: a novel physical layer security in wireless IoT
Model | T | \(n=200\) (%) | \(n=2000\) (%) | \(n=4000\) (%) |
|---|---|---|---|---|
K-means++ | 10 | 62.50 | 61.67 | 63.33 |
20 | 62.58 | 64.92 | 59.58 | |
50 | 57.83 | 43.88 | 58.63 | |
SVM | 10 | 76.25 | 82.50 | 83.75 |
20 | 79.50 | 86.00 | 86.63 | |
50 | 80.87 | 91.56 | 89.00 | |
BP | 10 | 95.83 | 96.25 | 97.50 |
20 | 94.98 | 96.20 | 98.84 | |
50 | 90.93 | 92.70 | 97.20 |