Research Article
Application of Deep Learning to the Prediction of Solar Irradiance through Missing Data
Table 5
Mean absolute error valuation with five characteristics.
| Missing data | MICE | Mean | MF | KF | KNN | This study |
| 0.50 | 162.63 | 162.36 | 187.22 | 121.96 | 130.31 | 137.81 | 0.70 | 154.57 | 162.58 | 157.23 | 124.59 | 131.24 | 151.12 | 0.90 | 179.78 | 188.41 | 140.38 | 133.63 | 145.54 | 126.24 |
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