Artificial Neural Network Model in Prediction of Meteorological Parameters during Premonsoon Thunderstorms

Table 1

Performance comparison of different learning algorithms in hourly temperature prediction.

Statistical analysis	Dates	STP	MOM	CG	LM	QKP	DBD
MAE	May 3, 09	3.36	3.24	2.69	2.08	3.48	3.41
	May 11, 09	2.69	2.57	2.27	1.72	2.54	2.62
	May 15, 09	2.93	2.66	2.08	1.21	2.69	2.90
	Mean	2.99	2.82	2.35	1.67	2.90	2.98
RMSE	May 3, 09	3.54	3.50	2.90	2.35	3.70	3.69
	May 11, 09	3.07	3.02	2.44	1.90	2.99	3.19
	May 15, 09	3.07	2.76	2.20	1.41	2.78	3.04
	Mean	3.23	3.09	2.51	1.89	3.16	3.31
CC	May 3, 09	0.82	0.82	0.90	0.93	0.79	0.80
	May 11, 09	0.89	0.89	0.94	0.97	0.89	0.86
	May 15, 09	0.74	0.80	0.91	0.96	0.80	0.74
	Mean	0.82	0.84	0.92	0.95	0.83	0.80