Table 1 Probability of different ensemble learning
From: Research on modulation recognition with ensemble learning
SNR | Classifier | ||
|---|---|---|---|
AdaBoost | GBDT | Xgboost | |
− 10 dB | 0.783 | 0.8501 | 0.8465 |
− 7 dB | 0.894 | 0.928 | 0.928 |
− 4 dB | 0.993 | 0.993 | 0.993 |
− 3 dB | 1.000 | 1.000 | 1.000 |
− 1 dB | 1.000 | 1.000 | 1.000 |
2Â dB | 1.000 | 1.000 | 1.000 |
5Â dB | 1.000 | 1.000 | 1.000 |
8Â dB | 1.000 | 1.000 | 1.000 |
11Â dB | 1.000 | 1.000 | 1.000 |
14Â dB | 1.000 | 1.000 | 1.000 |
17Â dB | 1.000 | 1.000 | 1.000 |
20Â dB | 1.000 | 1.000 | 1.000 |