Table 6.

RMSE values of the ANN Model A-C.

Network	Model A		Model B		Model C
	RMSE (training)	RMSE (testing)	RMSE (training)	RMSE (testing)	RMSE (training)	RMSE (testing)
1	0.412	0.361	0.389	0.376	0.327	0.339
2	0.385	0.354	0.358	0.368	0.321	0.385
3	0.353	0.342	0.335	0.347	0.347	0.339
4	0.406	0.363	0.374	0.367	0.308	0.372
5	0.378	0.364	0.372	0.356	0.272	0.366
6	0.383	0.388	0.366	0.393	0.343	0.314
7	0.405	0.340	0.351	0.404	0.326	0.353
8	0.369	0.363	0.388	0.386	0.281	0.336
9	0.376	0.372	0.423	0.355	0.287	0.329
10	0.364	0.356	0.397	0.368	0.314	0.369
Mean	0.383	0.360	0.375	0.372	0.313	0.350
SD	0.018	0.013	0.024	0.017	0.026	0.033