Research Article
Hybrid Models for Weather Parameter Forecasting
Table 3
Comparison of errors and time taken for minimum temperature, Delhi.
| Methods | Time taken | MAE | RMSE | RAE (%) | RRSE (%) |
| RBF | 0.27 | 2.33 | 1.44 | 35.23 | 38.16 | W-RBF | 0.25 | 1.58 | 1.17 | 33.18 | 37.64 | N-RBF | 0.24 | 1.15 | 1.18 | 32.14 | 36.51 | W-N-RBF | 0.24 | 1.10 | 1.15 | 31.40 | 35.74 | SMO | 0.26 | 2.12 | 2.58 | 36.81 | 38.16 | W-SMO | 0.26 | 1.88 | 2.32 | 35.09 | 38.19 | N-SMO | 0.26 | 1.87 | 2.35 | 33.11 | 35.42 | W-N-SMO | 0.22 | 1.86 | 2.32 | 32.35 | 34.75 | LibSVM | 0.31 | 2.03 | 2.59 | 100.08 | 141.40 | W-LibSVM | 1.04 | 2.41 | 2.65 | 141.23 | 141.92 | N-LibSVM | 1.05 | 1.91 | 2.46 | 141.88 | 141.88 | W-N-LibSVM | 1.06 | 1.81 | 2.39 | 141.40 | 141.43 |
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