Construction of Reform Evaluation Model of Ideological and Political Education in Colleges and Universities Based on SVM

DOI

10.2991/978-94-6463-012-1_57How to use a DOI?

Keywords

Support Vector Machine; Evaluation Model; Multi-Classification Algorithm; Orthogonal Design

Abstract

The evaluation model based on ideological and political education reform in SVM is essentially to optimize the level of ideological and political education reform, and to introduce the support vector machine multi-classification algorithm in the evaluation of ideological and political education reform. Through orthogonal design and output training samples, the evaluation model of ideological and political education reform in universities can be constructed. Simulation results also prove that this can effectively simplify the nonlinear classification problem and obtain more accurate evaluation results.

Copyright

© 2023 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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TY  - CONF
AU  - Zuguo Yin
PY  - 2022
DA  - 2022/12/09
TI  - Construction of Reform Evaluation Model of Ideological and Political Education in Colleges and Universities Based on SVM
BT  - Proceedings of the 2022 International Conference on Educational Innovation and Multimedia Technology (EIMT 2022)
PB  - Atlantis Press
SP  - 507
EP  - 514
SN  - 2667-128X
UR  - https://doi.org/10.2991/978-94-6463-012-1_57
DO  - 10.2991/978-94-6463-012-1_57
ID  - Yin2022
ER  -