Table 10 Neural network validations... | Emerald Publishing

Table 10

Neural network validations

Neural network	Training			Testing			Total
Neural network	N	SSE	RMSE	N	SSE	RMSE	Total
1	426	98.285	0.480	51	10.009	0.443	477
2	427	99.108	0.482	50	8.939	0.423	477
3	426	96.105	0.475	51	11.280	0.470	477
4	416	95.279	0.479	61	20.439	0.579	477
5	421	99.265	0.486	56	12.551	0.473	477
6	432	98.730	0.478	45	12.218	0.521	477
7	425	93.103	0.468	52	10.365	0.446	477
8	429	102.363	0.488	48	11.270	0.485	477
9	420	89.672	0.462	57	16.675	0.541	477
10	427	92.815	0.466	50	11.205	0.473	477
Mean		96.473	0.476		12.495	0.485
SD		3.806	0.017		3.475	0.048

Neural network	Training			Testing			Total
Neural network	N	SSE	RMSE	N	SSE	RMSE	Total
1	426	98.285	0.480	51	10.009	0.443	477
2	427	99.108	0.482	50	8.939	0.423	477
3	426	96.105	0.475	51	11.280	0.470	477
4	416	95.279	0.479	61	20.439	0.579	477
5	421	99.265	0.486	56	12.551	0.473	477
6	432	98.730	0.478	45	12.218	0.521	477
7	425	93.103	0.468	52	10.365	0.446	477
8	429	102.363	0.488	48	11.270	0.485	477
9	420	89.672	0.462	57	16.675	0.541	477
10	427	92.815	0.466	50	11.205	0.473	477
Mean		96.473	0.476		12.495	0.485
SD		3.806	0.017		3.475	0.048

Source(s): Authors’ own work