Research Article
A Novel Model Based on Square Root Elastic Net and Artificial Neural Network for Forecasting Global Solar Radiation
Table 7
The results of Wilcoxon signed-rank tests between SRENENN-B and other competitors (
values are in the parenthesis).
| | Sites | SVM | ENN | LASSOENN | PCAENN | SCADENN | SRLENN | SRENENN-A |
| | Site 1 | 5.58 (0.00) | 3.91 (0.00) | 4.67 (0.00) | 4.48 (0.00) | 5.47 (0.00) | 4.92 (0.00) | 3.22 (0.00) | | Site 2 | 6.30 (0.00) | 4.33 (0.00) | 4.31 (0.00) | 5.69 (0.00) | 6.37 (0.00) | 4.68 (0.00) | 2.68 (0.00) | | Site 3 | 3.51 (0.00) | 2.33 (0.00) | 5.85 (0.00) | 4.30 (0.00) | 5.95 (0.00) | 4.90 (0.00) | 5.71 (0.00) | | Site 4 | 4.95 (0.00) | 4.41 (0.00) | 6.24 (0.00) | 6.18 (0.00) | 6.06 (0.00) | 4.53 (0.00) | 3.69 (0.00) | | Site 5 | 2.78 (0.00) | 3.91 (0.00) | 5.20 (0.00) | 6.18 (0.00) | 6.06 (0.00) | 4.53 (0.00) | 4.36 (0.00) | | Site 6 | 5.69 (0.00) | 3.02 (0.00) | 4.81 (0.00) | 5.14 (0.00) | 5.99 (0.00) | 5.34 (0.00) | 3.69 (0.00) |
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