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With this prior model this paper combines the fuzzy set system to propose the new data mining algorithm. At the same time, we build a fuzzy comprehensive evaluation model and analyze the evaluation system of physical education. The result shows that the fuzzy comprehensive evaluation method is improved by using the grey relational grade, which avoids the disadvantages of adopting the principle of maximum membership degree. Therefore, this evaluation method can be used in the evaluation of public sports teaching in colleges and universities.<\/jats:p>","DOI":"10.3233\/jifs-169661","type":"journal-article","created":{"date-parts":[[2018,7,6]],"date-time":"2018-07-06T12:05:45Z","timestamp":1530878745000},"page":"3065-3076","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":18,"title":["Fuzzy comprehensive evaluation of physical education based on high dimensional data mining"],"prefix":"10.1177","volume":"35","author":[{"given":"Zhihui","family":"Wang","sequence":"first","affiliation":[{"name":"College of Physical Education, Inner Mongolia University for Nationalities, Tongliao, China"}]}],"member":"179","published-online":{"date-parts":[[2018,7,5]]},"reference":[{"key":"e_1_3_1_2_2","first-page":"43","article-title":"Research on the quality evaluation of college computer to classroom teaching based on fuzzy comprehensive evaluation","author":"Han Y.","year":"2010","unstructured":"Y.Han, Y.Wang and J.Li, Research on the quality evaluation of college computer to classroom teaching based on fuzzy comprehensive evaluation, international conference on E-health networking, Digital Ecosystems and Technologies. 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