Research Article
[Retracted] Optimization of Machine Online Translation System Based on Deep Convolution Neural Network Algorithm
Table 3
Performance comparison on regression task.
| | System | MAE | MAE decrease percentage% | RMSE | RMSE decrease percentage% |
| | Baseline system | 14.81 | — | 19.14 | — | | Deep convolution neural network algorithm for the machine online translation model | 14.75 | 0.49 | 19.02 | 0.59 | | Direct training | | Deep convolution neural network algorithm for the machine online translation model | 17.27 | — | 23.48 | — | | Pretraining | | Deep convolution neural network algorithm for the machine online translation model | 14.49 | 2.28 | 18.87 | 1.39 | | Pretraining + fine tuning |
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