A refined approach for evaluating small datasets via binary classification using machine learning.

Classical statistical analysis of data can be complemented or replaced with data analysis based on machine learning. However, in certain disciplines, such as education research, studies are frequently limited to small datasets, which raises several questions regarding biases and coincidentally posit...

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Bibliographic Details

Published in:	PLoS ONE
Main Authors:	Steffen Steinert, Verena Ruf, David Dzsotjan, Nicolas Großmann, Albrecht Schmidt, Jochen Kuhn, Stefan Küchemann
Format:	Article
Language:	English
Published:	Public Library of Science (PLoS) 2024-01-01
Online Access:	https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0301276&type=printable