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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