Research Article
Remaining Useful Life Prediction Techniques of Electric Valves for Nuclear Power Plants with Convolution Kernel and LSTM
Table 3
Average test loss with different LSTM_size in LSTM.
| LSTM_size | 64 | 128 | 256 | 512 |
| Explained_variance_score | ā4.78 | 0.86 | 0.902 | 0.88 | Mean_absolute_error | 18.23 | 3.67 | 2.94 | 3.21 | Mean_squared_error | 234.42 | 19.75 | 17.55 | 20.76 | R2_score | ā4.95 | 0.87 | 0.90 | 0.87 |
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