Table 1. Comparison of key statistical... | Emerald Publishing

Table 1.

Comparison of key statistical measures in training and testing data

Data set	Parameter	R1	R2	R3	R4	R5	R6	R7
Training set	Minimum	0	27	12.8	16	0.6	1.25	8
	Maximum	12	66	21	19	2	1.99	44.6
	Average	5.96	48.11	17.20	17.99	1.35	1.68	23.95
	Sta. dev.	3.58	11.74	2.46	0.79	0.40	0.25	11.97
Testing set	Minimum	0.3	27.6	13	16.3	0.62	1.27	8.2
	Maximum	11.9	65.6	20.9	19	1.96	1.99	44.6
	Average	6.10	47.74	17.10	18.12	1.34	1.69	24.12
	Sta. dev.	3.37	11.20	2.33	0.71	0.39	0.23	11.36
Total set	Minimum	0	27	12.8	16	0.6	1.25	8
	Maximum	12	66	21	19	2	1.99	44.6
	Average	6.00	48.00	17.17	18.02	1.35	1.69	23.83
	Sta. dev.	3.51	11.54	2.41	0.77	0.40	0.24	11.82

Data set	Parameter	R1	R2	R3	R4	R5	R6	R7
Training set	Minimum	0	27	12.8	16	0.6	1.25	8
	Maximum	12	66	21	19	2	1.99	44.6
	Average	5.96	48.11	17.20	17.99	1.35	1.68	23.95
	Sta. dev.	3.58	11.74	2.46	0.79	0.40	0.25	11.97
Testing set	Minimum	0.3	27.6	13	16.3	0.62	1.27	8.2
	Maximum	11.9	65.6	20.9	19	1.96	1.99	44.6
	Average	6.10	47.74	17.10	18.12	1.34	1.69	24.12
	Sta. dev.	3.37	11.20	2.33	0.71	0.39	0.23	11.36
Total set	Minimum	0	27	12.8	16	0.6	1.25	8
	Maximum	12	66	21	19	2	1.99	44.6
	Average	6.00	48.00	17.17	18.02	1.35	1.69	23.83
	Sta. dev.	3.51	11.54	2.41	0.77	0.40	0.24	11.82