{"title":"Application of Machine Learning Methods to Assessment of Applicants","authors":"A. A. Timofeev","doi":"10.1109/scm55405.2022.9794849","DOIUrl":null,"url":null,"abstract":"The report considers the application of machine learning methods for solving the problem of assessing applicants. The creation of a model for predicting the success of an applicant's education at a university is described. The results of experiments with various machine learning algorithms and data preprocessing are presented. The developed model was evaluated based on the data of the latest session.","PeriodicalId":162457,"journal":{"name":"2022 XXV International Conference on Soft Computing and Measurements (SCM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 XXV International Conference on Soft Computing and Measurements (SCM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/scm55405.2022.9794849","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The report considers the application of machine learning methods for solving the problem of assessing applicants. The creation of a model for predicting the success of an applicant's education at a university is described. The results of experiments with various machine learning algorithms and data preprocessing are presented. The developed model was evaluated based on the data of the latest session.
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