Research Article
Artificial Neural Network Model in Prediction of Meteorological Parameters during Premonsoon Thunderstorms
Table 2
Performance comparison of different learning algorithms in hourly relative hunidity prediction.
| Statistical analysis | Dates | STP | MOM | CG | LM | QKP | DBD |
| MAE | May 3, 09 | 6.62 | 6.78 | 8.21 | 5.24 | 7.06 | 6.65 | May 11, 09 | 6.80 | 5.77 | 8.46 | 5.20 | 6.19 | 6.26 | May 15, 09 | 9.23 | 9.20 | 9.86 | 3.02 | 9.53 | 8.98 | Mean | 7.55 | 7.25 | 8.84 | 4.49 | 7.60 | 7.30 |
| RMSE | May 3, 09 | 8.77 | 9.50 | 12.64 | 6.55 | 9.43 | 9.42 | May 11, 09 | 7.99 | 7.06 | 10.71 | 6.76 | 7.25 | 7.30 | May 15, 09 | 10.33 | 9.94 | 10.93 | 3.71 | 10.56 | 9.89 | Mean | 9.03 | 8.83 | 11.43 | 5.67 | 9.08 | 8.87 |
| CC | May 3, 09 | 0.86 | 0.86 | 0.69 | 0.93 | 0.84 | 0.86 | May 11, 09 | 0.84 | 0.88 | 0.64 | 0.95 | 0.86 | 0.89 | May 15, 09 | 0.68 | 0.76 | 0.67 | 0.95 | 0.68 | 0.69 | Mean | 0.80 | 0.83 | 0.67 | 0.95 | 0.80 | 0.82 |
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