Machine Learning Method for High-Dimensional Education Data

Machine learning has become one of the important methods to process big data. It has made a breakthrough in the limitations of traditional statistical models dealing with high-dimensional data. The current study is to introduce and discuss about how machine learning method can be implemented in high...

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Veröffentlicht in:Journal of methods and measurement in the social sciences 2022-10, Vol.13 (1)
Hauptverfasser: Bai, Haiyan, Liu, Xing, Bai, Fangxing, Chen, Yuting, Pandohie, Randyll
Format: Artikel
Sprache:eng
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Zusammenfassung:Machine learning has become one of the important methods to process big data. It has made a breakthrough in the limitations of traditional statistical models dealing with high-dimensional data. The current study is to introduce and discuss about how machine learning method can be implemented in high-dimensional education data and help with increasing the model efficacy in dealing with high-dimensional education data. A demonstration of the implementation with an empirical data set is also provided.
ISSN:2159-7855
2159-7855
DOI:10.2458/jmmss.5396