Research Article
Combining LSTM Network Ensemble via Adaptive Weighting for Improved Time Series Forecasting
Table 4
Comparison of the worth values obtained for different ensemble forecasting methods.
| Methods | Worth values (%) | MAE | MSE |
| Avg. [3ā5] | 4.7848 | 8.2202 | Median [15] | 5.4671 | 5.6206 | LSR [2] | 3.6722 | 3.1835 | AIW [16] | 5.0325 | 13.6540 | NNLE [6] | 20.0354 | 31.3260 | Proposed LSTM Ensemble | 39.1271 | 49.5803 |
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