Table 4 Effects of the number of training sample and matching pair on Siamese network
From: Time-frequency analysis-based deep interference classification for frequency hopping system
Training samples | Iterations | Matching pairs per iteration | Total matching pairs | Average recognition accuracy(%) |
|---|---|---|---|---|
7000 | 2000 | 180 | 360000 | 87.38 |
7000 | 2000 | 100 | 200000 | 86.99 |
7000 | 1000 | 180 | 180000 | 86.34 |
7000 | 1000 | 100 | 100000 | 85.92 |