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

Table 2

Evaluation results for lead time of 12 h.

Methods
SVR	0.004146	0.022837	0.165414	0.785191	0.794646
DBN	0.721310	0.850040	0.072123	0.415301	0.420302
RFR	0.755740	0.878530	0.068869	0.388627	0.393308
GBRT	0.770620	0.877899	0.065327	0.375628	0.380152
LSTM	0.665445	0.820181	0.078956	0.113684	0.115053
Ours	0.789479	0.888734	0.062498	0.089979	0.091062