Research on the Allocation Method of Regional Science and Technology Resources from the Perspective of Rationality

Table 2

Comparison of prediction performance of regional science and technology resource allocation.

Training set size (%)	Paper method			Reference [4] method			Reference [5] method
	Goodness of fit	Root mean square error	Average percentage error	Goodness of fit	Root mean square error	Average percentage error	Goodness of fit	Root mean square error	Average percentage error
10	0.81	31.52	3.52	0.69	65.25	9.52	0.68	67.52	10.52
20	0.82	31.25	3.42	0.71	64.25	9.43	0.69	67.15	9.52
30	0.83	30.95	3.28	0.72	63.52	9.05	0.71	66.85	9.05
40	0.83	30.85	3.12	0.73	62.43	8.94	0.73	66.24	8.76
50	0.84	30.52	3.05	0.74	61.52	8.61	0.74	65.42	8.52
60	0.86	30.25	2.95	0.75	60.85	7.52	0.75	65.02	8.13
70	0.87	29.52	2.85	0.77	60.25	7.13	0.76	64.23	7.85
80	0.88	29.34	2.76	0.78	59.45	7.25	0.77	64.02	7.46
90	0.89	29.14	2.67	0.79	59.05	7.05	0.78	63.52	7.25