Table 6. RMSE Values (model A) Training... | Emerald Publishing

Table 6.

RMSE Values (model A)

Training	Training		Testing	Testing
n	SSE	RMSE	n	SSE	RMSE	Total samples
668	259.987	0.6239	79	28.839	0.6042	747
664	266.538	0.6336	83	27.894	0.5797	747
660	267.372	0.6365	87	31.655	0.6032	747
668	266.268	0.6314	79	28.774	0.6035	747
674	284.889	0.6501	73	20.212	0.5262	747
670	258.625	0.6213	77	21.738	0.5313	747
669	233.03	0.5902	78	19.515	0.5002	747
668	247.681	0.6089	79	24.169	0.5531	747
665	251.897	0.6155	82	23.156	0.5314	747
673	259.704	0.6212	74	33.941	0.6772	747
Mean	259.599	0.6232	Mean	25.989	0.5710
SD	13.042	0.0156	SD	4.686	0.0500

Training	Training		Testing	Testing
n	SSE	RMSE	n	SSE	RMSE	Total samples
668	259.987	0.6239	79	28.839	0.6042	747
664	266.538	0.6336	83	27.894	0.5797	747
660	267.372	0.6365	87	31.655	0.6032	747
668	266.268	0.6314	79	28.774	0.6035	747
674	284.889	0.6501	73	20.212	0.5262	747
670	258.625	0.6213	77	21.738	0.5313	747
669	233.03	0.5902	78	19.515	0.5002	747
668	247.681	0.6089	79	24.169	0.5531	747
665	251.897	0.6155	82	23.156	0.5314	747
673	259.704	0.6212	74	33.941	0.6772	747
Mean	259.599	0.6232	Mean	25.989	0.5710
SD	13.042	0.0156	SD	4.686	0.0500

Note(s):

SSE = sum square of errors; RMSE = root mean square of errors, n = sample size

Source(s): Developed by authors