Title: Study on construction and application effect of the evaluation index system of college students' innovation and entrepreneurship ability

Authors: Chongyou Ruan; Yiwen Ruan

Addresses: College of Business and Management, Ningbo University of Finance and Economics, Ningbo, 315175, Zhejiang, China ' Business School, Yunnan University of Finance and Economics, Kunming, 650221, Yunnan, China

Abstract: Aiming at the low accuracy rate and recall rate of the evaluation index system of innovation and entrepreneurship ability of college students, a new evaluation index system of innovation and entrepreneurship ability of college students is designed and the application effect is studied. Firstly, the capability evaluation index system was constructed according to the five principles and evaluation index system dimension. Then, the principal component analysis method was introduced, and the CRITIC method was adopted to calculate the weight and optimise the algorithm. The evaluation index system was optimised through the optimised algorithm. Finally, the numerical transformation was carried out to obtain the evaluation score and realise the evaluation. The experimental results show that the correlation coefficient of this method is 0.98, the evaluation accuracy rate is 96.5%, and the evaluation recall rate is 97.0%. The PR curve has a good performance, and it has a higher application value.

Keywords: innovation and entrepreneurship ability; principal component analysis; CRITIC method; contribution rate; weight.

DOI: 10.1504/IJSD.2023.134414

International Journal of Sustainable Development, 2023 Vol.26 No.3/4, pp.226 - 242

Received: 22 Feb 2023
Accepted: 10 May 2023
Published online: 20 Oct 2023 *

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