Table 7 Robustness analysis of the model.
From: Deep belief rule based photovoltaic power forecasting method with interpretability
Model | Max MSE | Min MSE | Average MSE | The standard deviation of MSE |
|---|---|---|---|---|
DBRB-I(20) | 8.58E−4 | 8.12E−4 | 8.38E−4 | 1.30E−5 |
DBRB-I(41) | 7.25E−4 | 7.05E−4 | 7.15E−4 | 4.67E−6 |
LSTM | 1.21E−3 | 7.38E−4 | 8.99E−4 | 1.20E−4 |
DBN | 9.65E−4 | 7.03E−4 | 8.01E−4 | 8.32E−5 |
