Research Article
Hybrid Time-Series Prediction Method Based on Entropy Fusion Feature
Table 7
Friedman validation results.
| ā | EEMD-ELSTM | LSTM | ARIMA | SVR | XGBoost | Prophet | LSTM-TCN |
| Power consumption | 1 | 4 | 3 | 6 | 3 | 7 | 2 | Temperature | 1 | 4 | 3 | 6 | 2 | 7 | 3 | Wind speed | 1 | 5 | 4 | 7 | 2 | 6 | 3 | Humidity | 1 | 4 | 3 | 6 | 2 | 7 | 3 | Mean value | 1 | 4.25 | 4.75 | 6.25 | 2.25 | 6.75 | 2.75 |
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