Table 7 Table of experimental results analysis (reduction range of percentage).
From: Research on time series prediction of multi-process based on deep learning
Average reduction (percentage) | SU-D3QN-G | GRU | LSTM | ARIMA |
|---|---|---|---|---|
MSE | – | 0.846–23.930% | 5.132–36.920% | 10.606–70.714% |
RMSE | – | 0.605–10.118% | 2.484–14.542% | 5.314–30.659% |
MAE | – | 3.078–15.678% | 7.946–15.974% | 6.860–49.820% |
MAPE | – | 3.098–15.700% | 7.987–16.395% | 7.143–50.000% |
