Table 4 The fault prediction results with batch size = 64.
From: Fault prediction of aircraft engine based on adaptive hybrid sampling and BiLSTM
Compression ratio | Accuracy (%) (mean ± std) | Time/m (mean) |
---|---|---|
0.1 | 81.34 ± 1.41 | 488 |
0.2 | 85.72 ± 0.87 | 377 |
0.3 | 78.50 ± 1.22 | 155 |
0.4 | 73.59 ± 1.45 | 185 |
0.5 | 60.31 ± 2.13 | 137 |