Research Article
Hybrid Models for Weather Parameter Forecasting
Table 4
Comparison of errors and time taken for wind speed, Delhi.
| Methods | Time taken | MAE | RMSE | RAE (%) | RRSE (%) |
| RBF | 0.96 | 1.08 | 3.13 | 83.03 | 89.43 | W-RBF | 0.85 | 1.02 | 2.06 | 81.47 | 90.14 | N-RBF | 0.26 | 1.02 | 2.17 | 81.11 | 88.05 | W-N-RBF | 0.22 | 1.00 | 2.16 | 80.07 | 86.11 | SMO | 0.18 | 1.56 | 2.08 | 89.12 | 94.35 | W-SMO | 0.15 | 1.45 | 1.98 | 89.10 | 90.94 | N-SMO | 0.15 | 0.99 | 1.88 | 85.14 | 90.88 | W-N-SMO | 0.14 | 0.89 | 1.39 | 83.88 | 90.79 | LibSVM | 1.22 | 1.59 | 2.06 | 99.23 | 140.81 | W-LibSVM | 1.02 | 1.45 | 1.98 | 99.01 | 141.73 | N-LibSVM | 1.02 | 0.98 | 1.77 | 100.65 | 141.55 | W-N-LibSVM | 1.06 | 0.85 | 1.32 | 100.11 | 141.43 |
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