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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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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. |
format | Online Article Text |
id | pubmed-9514918 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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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