Research Article
Hybrid Models for Weather Parameter Forecasting
Table 5
Comparison of errors and time taken for evaporation, Delhi.
| Methods | Time taken | MAE | RMSE | RAE (%) | RRSE (%) |
| RBF | 0.11 | 0.71 | 1.60 | 48.99 | 51.07 | W-RBF | 0.12 | 0.65 | 1.05 | 45.79 | 47.05 | N-RBF | 0.11 | 0.62 | 1.04 | 42.89 | 47.12 | W-N-RBF | 0.08 | 0.60 | 1.00 | 40.67 | 45.66 | SMO | 0.16 | 0.73 | 0.93 | 50.49 | 52.88 | W-SMO | 0.2 | 0.70 | 0.99 | 48.18 | 51.12 | N-SMO | 0.24 | 0.71 | 0.90 | 47.19 | 51.55 | W-N-SMO | 0.23 | 0.69 | 0.89 | 47.03 | 50.43 | LibSVM | 0.96 | 2.25 | 0.90 | 138.80 | 142.96 | W-LibSVM | 1.96 | 1.99 | 0.99 | 104.50 | 142.05 | N-LibSVM | 1.22 | 1.89 | 0.85 | 102.88 | 141.96 | W-N-LibSVM | 1.21 | 1.88 | 0.81 | 100.12 | 141.43 |
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