Proceedings of the 7th International Conference on Humanities and Social Science Research (ICHSSR 2021)

Who is the Better Leader?

Based on Linear Regression and Neural Network Model to Predict the Post Election Performance of the United States

Authors
Zeheng Zhang, Yi Jing, Weihua Li, Zenyu Guo, Yixuan Zhao
Corresponding Author
Yi Jing
Available Online 20 May 2021.
DOI
10.2991/assehr.k.210519.226How to use a DOI?
Keywords
American election, linear regression, neural network prediction
Abstract

The general election of the United States has ended, and Biden has been elected president of the United States. Domestic and international scholars in the United States are studying Biden’s economic and political adjustments in different ways, especially the differences compared with trump's. Who will make greater contribution to the development of the United States? In this paper, we determine four indicators to measure the performance of leaders: GDP, CPI, trade balance and unemployment rate.By searching the historical data on the relevant official websites of the United States, linear regression model and neural network model are established to predict the ruling data of different leaders in the future. The results were analyzed visually, and the differences of different leaders in the above indicators were discussed, and the relatively reliable judgments were given. Finally, we analyze the reliability of the prediction, and prove that our prediction has a certain reference value. We also pointed out our shortcomings and proposed to consider the in-depth research direction of the international influence of different US leaders.

Copyright
© 2021, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 7th International Conference on Humanities and Social Science Research (ICHSSR 2021)
Series
Advances in Social Science, Education and Humanities Research
Publication Date
20 May 2021
ISBN
978-94-6239-381-3
ISSN
2352-5398
DOI
10.2991/assehr.k.210519.226How to use a DOI?
Copyright
© 2021, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Zeheng Zhang
AU  - Yi Jing
AU  - Weihua Li
AU  - Zenyu Guo
AU  - Yixuan Zhao
PY  - 2021
DA  - 2021/05/20
TI  - Who is the Better Leader?
BT  - Proceedings of the 7th International Conference on Humanities and Social Science Research (ICHSSR 2021)
PB  - Atlantis Press
SP  - 1137
EP  - 1140
SN  - 2352-5398
UR  - https://doi.org/10.2991/assehr.k.210519.226
DO  - 10.2991/assehr.k.210519.226
ID  - Zhang2021
ER  -