{"title":"Optimizing Imputation for Educational Data: Exploring Training Partition and Missing Data Ratios","authors":"Zachary K. Collier, Kamal Chawla, Olushola Soyoye","doi":"10.1080/00220973.2023.2287447","DOIUrl":null,"url":null,"abstract":"The integration of machine learning in educational data analysis presents challenges regarding the availability of sufficient training data, especially in the context of high missing data ratios. T...","PeriodicalId":501538,"journal":{"name":"The Journal of Experimental Education","volume":"10 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Journal of Experimental Education","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/00220973.2023.2287447","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 integration of machine learning in educational data analysis presents challenges regarding the availability of sufficient training data, especially in the context of high missing data ratios. T...
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