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Evaluation Method of Rationality of Creative Genius Cultivation Pattern Based on a BP Neural Network

In order to realize the evaluation of the rationality of an innovative talent training mode, an evaluation model of the rationality of the innovative talent training mode based on a BP neural network is proposed. On the basis of clarifying the principle of the BP neural network model, according to t...

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Detalles Bibliográficos
Autores principales: Li, Yong, Dong, Kailing, Wang, Qingyuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9514918/
https://www.ncbi.nlm.nih.gov/pubmed/36177318
http://dx.doi.org/10.1155/2022/4639308
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author Li, Yong
Dong, Kailing
Wang, Qingyuan
author_facet Li, Yong
Dong, Kailing
Wang, Qingyuan
author_sort Li, Yong
collection PubMed
description In order to realize the evaluation of the rationality of an innovative talent training mode, an evaluation model of the rationality of the innovative talent training mode based on a BP neural network is proposed. On the basis of clarifying the principle of the BP neural network model, according to the method of parameter multisource control analysis, the multi-objective characteristic analysis of the rationality of the innovative talent training mode is realized to measure the difference and balance between the two variables of the rationality of the innovative talent training mode. A BP neural network algorithm is designed to find the best feature subset, and a feature sequence sampling and recombination model is constructed. Through reliability evaluation and nonparametric quantitative feature estimation, quantitative analysis and evaluation of the rationality of the innovative talent training mode are realized. The test results show that the confidence level and reliability of the rationality evaluation of the innovative talent training mode using this method are high.
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spelling pubmed-95149182022-09-28 Evaluation Method of Rationality of Creative Genius Cultivation Pattern Based on a BP Neural Network Li, Yong Dong, Kailing Wang, Qingyuan Comput Intell Neurosci Research Article In order to realize the evaluation of the rationality of an innovative talent training mode, an evaluation model of the rationality of the innovative talent training mode based on a BP neural network is proposed. On the basis of clarifying the principle of the BP neural network model, according to the method of parameter multisource control analysis, the multi-objective characteristic analysis of the rationality of the innovative talent training mode is realized to measure the difference and balance between the two variables of the rationality of the innovative talent training mode. A BP neural network algorithm is designed to find the best feature subset, and a feature sequence sampling and recombination model is constructed. Through reliability evaluation and nonparametric quantitative feature estimation, quantitative analysis and evaluation of the rationality of the innovative talent training mode are realized. The test results show that the confidence level and reliability of the rationality evaluation of the innovative talent training mode using this method are high. Hindawi 2022-09-20 /pmc/articles/PMC9514918/ /pubmed/36177318 http://dx.doi.org/10.1155/2022/4639308 Text en Copyright © 2022 Yong Li et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Li, Yong
Dong, Kailing
Wang, Qingyuan
Evaluation Method of Rationality of Creative Genius Cultivation Pattern Based on a BP Neural Network
title Evaluation Method of Rationality of Creative Genius Cultivation Pattern Based on a BP Neural Network
title_full Evaluation Method of Rationality of Creative Genius Cultivation Pattern Based on a BP Neural Network
title_fullStr Evaluation Method of Rationality of Creative Genius Cultivation Pattern Based on a BP Neural Network
title_full_unstemmed Evaluation Method of Rationality of Creative Genius Cultivation Pattern Based on a BP Neural Network
title_short Evaluation Method of Rationality of Creative Genius Cultivation Pattern Based on a BP Neural Network
title_sort evaluation method of rationality of creative genius cultivation pattern based on a bp neural network
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9514918/
https://www.ncbi.nlm.nih.gov/pubmed/36177318
http://dx.doi.org/10.1155/2022/4639308
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