Research Article
Artificial Neural Network Model in Prediction of Meteorological Parameters during Premonsoon Thunderstorms
Table 3
Performance comparison of different advanced predictions for hourly temperature during thunderstorm days.
| Statistical analysis | Date | 1 h | 3 h | 6 h | 12 h | 24 h |
| MAE | May 3, 09 | 1.34 | 1.88 | 4.04 | 6.06 | 4.61 | May 11, 09 | 2.10 | 2.44 | 4.62 | 8.47 | 3.21 | May 15, 09 | 2.07 | 2.32 | 3.84 | 6.54 | 2.11 | Mean | 1.84 | 2.22 | 4.17 | 7.02 | 3.31 |
| RMSE | May 3, 09 | 2.36 | 2.13 | 4.94 | 6.81 | 6.35 | May 11, 09 | 2.42 | 3.06 | 5.17 | 8.97 | 4.71 | May 15, 09 | 2.29 | 2.95 | 4.82 | 7.19 | 2.93 | Mean | 2.35 | 2.71 | 4.98 | 7.66 | 4.66 |
| CC | May 3, 09 | 0.97 | 0.93 | 0.63 | −0.19 | 0.53 | May 11, 09 | 0.95 | 0.82 | 0.48 | −0.80 | 0.70 | May 15, 09 | 0.94 | 0.76 | 0.38 | −0.77 | 0.91 | Mean | 0.95 | 0.84 | 0.50 | −0.59 | 0.71 |
|
|