Analysis of influencing factors of college students' entrepreneurship based on decision tree model
by Changliang Li; Qingqing Zhang
International Journal of Computing Science and Mathematics (IJCSM), Vol. 18, No. 4, 2023

Abstract: In order to explore the influencing factors of college students' entrepreneurship, the research combined geographic weighted regression model (GWR) and gradient boosting decision tree (GBDT) to analyse the influencing factors of college students' entrepreneurship. The results show that the factors of geographical location have a significant impact on college students' entrepreneurship, and the success rate and willingness intensity of college students' entrepreneurship are significantly affected by geographical regions. Entrepreneurs' interpersonal communication, problem-solving and enterprise management ability have a great impact on entrepreneurship achievements, followed by learning ability, human resource management ability and entrepreneurship policy. At present, the quality of entrepreneurship education in colleges and universities is not high, so entrepreneurship education has a relatively small impact on college students' entrepreneurship. It provides an important reference point for the research on the relationship between the location of college students' entrepreneurship and the success rate of entrepreneurship.

Online publication date: Tue, 28-Nov-2023

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