Resampling Techniques for Materials Informatics: Limitations in Crystal Point Groups Classification
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DOI: 10.1021/acs.jcim.2c00666
Abstract: Imbalanced data sets in materials informatics are pervasive and pose a challenge to the development of classification models. This work investigates crystal point group prediction as an example of an imbalanced classification problem in materials… read more here.
Keywords: materials informatics; techniques materials; resampling techniques; crystal point ... See more keywords