Analyzing Relationship between Financing Constraints, Entrepreneurship, and Agricultural Company Using AI-Based Decision Support System

Table 1

The proxy variables of entrepreneurship (epsi) and the weight of each variable.

Variable	Variable abbreviation	Meaning	Sign	2017 weight	2018 weight	2019 weight
Innovation	R&D	R&D investment ratio	Positive	0.101932	0.101513	0.796162
Competitiveness	SP	Excess profit margin	Positive	0.102071	0.10187	0.029287
	Scale	Company scale	Positive	0.095464	0.098097	0.029202
Manager’s human capital	Time	Employment time	Positive	0.101935	0.101724	0.016215
Accumulation	Degree	Level of education	Positive	0.101935	0.101512	0.027409
Management capabilities	WG	Violation and litigation	Negative	−0.102071	−0.101866	−0.026854
	Pledge	Equity pledge	Negative	−0.10207	−0.101866	−0.02904
Adventurous spirit	Bet	Gambling agreement	Positive	0.095253	0.0926	0.003847
	LEVEL	Leverage ratio	Negative	−0.102017	−0.1018	−0.028112
	Invest	External investment in new field	Positive	0.095253	0.097151	0.013871