Performance Evaluation of Financial Support for Transformation of Military Scientific and Technological Achievements Based on Machine Learning and PCA

Table 13

Equity financing efficiency and debt financing efficiency.

Strategic emerging industries		2008	2009	2010	2011	2012	2013	2014	2015	Mean value
Efficiency of equity financing	Energy saving	0.85	0.77	0.67	0.64	0.72	0.62	0.72	0.68	0.85
	Information	0.74	0.59	0.68	0.69	0.67	0.50	0.66	0.64	0.74
	Biology	0.63	0.58	0.70	0.70	0.62	0.61	0.67	0.69	0.63
	Manufacture	0.80	0.78	0.78	0.82	0.49	0.67	0.73	0.69	0.80
	Energy	0.64	0.62	0.80	0.74	0.67	0.72	0.66	0.68	0.64
	Materials	0.76	0.57	0.78	0.81	0.69	0.58	0.61	0.63	0.76
	Automobile	0.72	0.79	0.63	0.61	0.60	0.46	0.54	0.46	0.72
	Mean value	0.74	0.67	0.72	0.71	0.64	0.59	0.65	0.64	0.74
Efficiency of debt financing	Energy saving	0.83	0.73	0.65	0.66	0.68	0.72	0.68	0.70	0.71
	Information	0.85	0.81	0.81	0.78	0.69	0.72	0.81	0.75	0.78
	Biology	0.58	0.61	0.64	0.69	0.71	0.74	0.70	0.70	0.67
	Manufacture	0.86	0.70	0.77	0.75	0.69	0.72	0.73	0.73	0.74
	Energy	0.62	0.68	0.83	0.68	0.58	0.00	0.00	0.60	0.50
	Materials	0.71	0.64	0.75	0.67	0.59	0.00	0.00	0.65	0.50
	Automobile	0.79	0.72	0.73	0.68	0.62	0.63	0.70	0.66	0.69
	Mean value	0.75	0.70	0.74	0.70	0.65	0.50	0.52	0.68	0.66