Analysis of regional economic evaluation based on machine learning

The regional economic evaluation and analysis has guiding significance for the subsequent economic strategy formulation. Due to the influence of various factors, the volatility of some current economic evaluation models is relatively large. According to the needs of regional economic evaluation, thi...

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Bibliographic Details
Published in:Journal of intelligent & fuzzy systems 2021-01, Vol.40 (4), p.7543-7553
Main Authors: Xu, Xiaoying, Zeng, Zhijian
Format: Article
Language:English
Subjects:
Economic analysis
Economic development
Economic models
Entropy
Machine learning
Regional development
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Summary:The regional economic evaluation and analysis has guiding significance for the subsequent economic strategy formulation. Due to the influence of various factors, the volatility of some current economic evaluation models is relatively large. According to the needs of regional economic evaluation, this study uses computer technology combined with regional economic development to build an economic development evaluation model to evaluate and analyze the regional economy. Through comparative analysis, this study selects the entropy weight-TOPSIS model as the comprehensive evaluation model of regional economy, uses the entropy weight method to determine the weight of each index, and then uses the TOPSIS method to conduct comprehensive evaluation. In addition, this study designs a control experiment to analyze the performance of this study model. Moreover, this study uses the model proposed in this study to conduct regional economic evaluation in recent years, and compares it with real data, and observes the test results with statistical charts and table data. The research results show that this research model has a certain effect, which can provide analytical tools for the follow-up economic strategy research and analysis.
ISSN:1064-1246
1875-8967
DOI:10.3233/JIFS-189575