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. [3–5]	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