A Multistep Prediction of Hydropower Station Inflow Based on Bagging-LSTM Model

Table 1

Evaluation results for lead time of 3 h.

Methods
SVR	0.497237	0.730370	0.104805	0.139742	0.141425
DBN	0.834352	0.914722	0.054955	0.080083	0.081048
RFR	0.833130	0.914794	0.056897	0.080290	0.081257
GBRT	0.822045	0.906695	0.056761	0.082893	0.083891
LSTM	0.810437	0.902151	0.057631	0.085574	0.086604
Ours	0.839015	0.916950	0.052632	0.078908	0.079858