Table 5 The fault prediction results with batch size = 128.
From: Fault prediction of aircraft engine based on adaptive hybrid sampling and BiLSTM
Compression ratio | Accuracy (%) (mean ± std) | Time/m (mean) |
---|---|---|
0.1 | 81.16 ± 1.18 | 307 |
0.2 | 77.88 ± 1.67 | 193 |
0.3 | 76.87 ± 1.35 | 125 |
0.4 | 66.95 ± 1.89 | 136 |
0.5 | 62.44 ± 2.24 | 138 |